@article {1970696,
	title = {Are Family Firms More Efficient? Revisiting the U-Shaped Curve of Firm Scale and Efficiency},
	journal = {Small Business Economics},
	year = {2023},
	month = {2023},
	abstract = {This study applies a stochastic frontier model to examine the relationship between firm size and efficiency using a novel approach. The first novelty is that this study examines large and small firms separately to allow for heterogeneity between firm group sizes in terms of measuring the size-efficiency relationship. The second is that we use a modified frontier model which explicitly includes a family firm variable when measuring firm efficiency. Empirical results reveal that firms are in fact heterogeneous, with small-and-medium-sized enterprises (SMEs) exhibiting a U-shaped scale efficiency curve, while large enterprises (LE) exhibit an efficiency curve which is positive and linear. Robust results also confirm that family firms are relatively more efficient than non-family firms. In addition, while controlling for family firms does not appear to change the firm{\textquoteright}s size-efficiency dynamics, failure to control for family firms leads to a bias in characterizing the nature of the firm{\textquoteright}s production returns to scale.},
	keywords = {Finance, OSU-Cascades},
	author = {Elston,Julie and Zhang,Yingchao and Chen,Ku-Hsieh and Chen,Pei-Hwa}
}
@article {1972381,
	title = {Fragile or Robust?  Differential Effects of Gender Threats in the Workplace Among Men and Women},
	journal = {Organizational Behavior and Human Decision Processes},
	year = {2022},
	month = {2022},
	keywords = {Management},
	author = {Leavitt,Keith and Zhu,Lei (Luke) and Klotz,Anthony and Kouchaki,Maryam}
}
@article {1984496,
	title = {Fragile or Robust?  Differential Effects of Gender Threats in the Workplace Among Men and Women},
	journal = {Organizational Behavior and Human Decision Processes},
	year = {2022},
	month = {2022},
	keywords = {Management},
	author = {Leavitt,Keith and Zhu,Lei Luke and Klotz,Anthony and Kouchaki,Maryam}
}
@article {1970111,
	title = {Meta-Analytical Evidence on Mental Disorder Symptoms During the COVID-19 Pandemic in Latin America},
	journal = {Psychiatry and Clinical Neurosciences},
	year = {2022},
	month = {2022},
	keywords = {Strategy \& Entrepreneurship},
	author = {Zhang,Stephen X and Batra,Kavita and Liu,Tao and Done,Rebecca and Chen,Jiyao}
}
@conference {1972171,
	title = {Pixel Importance: The Impact of Saturation and Brightness on the Spread of Information on Social Media},
	booktitle = {Springer Cham},
	year = {2022},
	month = {2022},
	pages = {105},
	keywords = {BIS, Business Analytics},
	isbn = {1865-1348},
	author = {Kaskela,Timothy and Zhu,Bin and Sayali,Dhamapurkar}
}
@article {1976061,
	title = {Coworker Incivility, Loneliness and Work Outcomes: Does Relational Identity Matter?},
	year = {2021},
	month = {2021},
	address = {Virtual},
	keywords = {Management},
	author = {Zike,N. and Yang,L. and Baldridge,David and Lyons,B.}
}
@article {1970831,
	title = {Dividend or No Dividend in Delegated Blockchain Governance: A Game Theoretic Analysis},
	journal = {Journal of Systems Science and Systems Engineering},
	year = {2021},
	month = {2021},
	pages = {1-19},
	keywords = {BIS, Business Analytics},
	author = {Pan,Dapeng and Zhao,J. Leon and Fan,Shaokun and Zhang,Ziqiong}
}
@article {1975236,
	title = {Enabling and Cultivating Wiser Consumption: The Roles of Marketing and Public Policy},
	journal = {Journal of Public Policy and Marketing},
	year = {2021},
	month = {2021},
	keywords = {Marketing},
	author = {Ozanne,Lucie and Stornelli,Jason and Luchs,Michael and Mick,David and Bayuk,Julia and Birau,Mia and Chugani-Marquez,Sunaina and Fransen,Marieke and Herziger,Atar and Komorova,Yuliya and Minton,Elizabeth and Reshadi,Farnoush and Sullivan-Mort,Gillian and Trujillo,Carlos and Bae,Hyeyoon and Dhandra,Tavleen and Z{\'u}{\~n}iga,Miguel Angel}
}
@article {1975716,
	title = {Enhancing decision-making with data quality metadata},
	journal = {Journal of Systems and Information Technology},
	volume = {23},
	year = {2021},
	month = {2021},
	keywords = {BIS, Business Analytics},
	author = {Shankaranarayanan,G and Zhu,Bin}
}
@article {1970841,
	title = {Stability of Transaction Fees in Bitcoin: A Supply and Demand Perspective},
	journal = {MIS Quarterly},
	volume = {45},
	year = {2021},
	month = {2021},
	pages = {563-692},
	address = {Canyon},
	keywords = {BIS, Business Analytics},
	author = {Ilk,Noyan and Shang,Guangzhi and Fan,Shaokun and Zhao,J. Leon}
}
@article {1970116,
	title = {Succumbing to the COVID-19 Pandemic Healthcare Workers not Satisfied and Intend to Leave Their Jobs},
	journal = {International Journal of Mental Health and Addiction},
	year = {2021},
	month = {2021},
	pages = {1-10},
	keywords = {Strategy \& Entrepreneurship},
	author = {Zhang,Stephen and Chen,Jiyao and Jahanshahi,Asghar and Avarez-Risco,Aldo and Dai,Huiyang and Li,Jizhen and Patty-Tito,Ross}
}
@article {1972636,
	title = {Lead the Horse to Water, but Don{\textquoteright}t Make Him Drink: The Effects of Moral Identity Symbolization on Coworker Behavior Depend on Perceptions of Proselytization},
	journal = {Organizational Behavior and Human Decision Processes},
	volume = {156},
	year = {2020},
	month = {2020},
	pages = {53-68},
	keywords = {Management},
	author = {Zhu,Luke and Restubog,Simon L.D. and Leavitt,Keith and Wang,Mo and Zhou,Le}
}
@article {1969931,
	title = {Modeling and Regionalization of China{\textquoteright}s PM2.5 Using Spatial-Functional Mixture Models},
	journal = {Journal of the American Statistical Association},
	volume = {116},
	year = {2020},
	month = {2020},
	pages = {116{\textendash}132},
	keywords = {Business Analytics},
	author = {Liang,Decai and Zhang,Haozhe and Chang,Xiaohui and Huang,Hui}
}
@article {1970476,
	title = {Socioeconomic status and well-being during COVID-19: A resource based examination},
	journal = {Journal of Applied Psychology},
	volume = {105},
	year = {2020},
	month = {2020},
	pages = {1382-1396},
	keywords = {Management},
	author = {Wanberg,Connie R. and Csillag,Borbala and Douglass,Richard P. and Zhou,Le and Pollard,Michael S.}
}
@article {1974061,
	title = {Toward an Understanding of Audit Team Distribution and Performance Quality},
	journal = {Auditing: A Journal of Practice and Theory},
	volume = {39},
	year = {2020},
	month = {2020},
	pages = {87-112},
	keywords = {Accounting},
	author = {Downey,Denise and Obermire,Kara and Zehms,Karla}
}
@conference {1975696,
	title = {Can Work Teams Prosper with Membership Flux? The Role of Team Receptivity to Newcomers},
	booktitle = {Academy of Management Proceedings},
	volume = {2019},
	year = {2019},
	month = {2019},
	keywords = {Management},
	author = {Zhang,Qi and Su,Rong and Ryu,Seung and Li,Christina and Yu,Kun}
}
@booklet {1970846,
	title = {Impacts of Consensus Algorithms in Cryptocurrency: A Theoretical Analysis of PoW versus PoS in Ethereum},
	year = {2019},
	month = {2019},
	pages = {16-22},
	keywords = {BIS, Business Analytics},
	author = {Pan,Dapeng and Zhao,J. Leon and Fan,Shaokun}
}
@article {1975691,
	title = {Modeling congruence in organizational research with latent moderated structural equations},
	journal = {Journal of Applied Psychology},
	volume = {104},
	year = {2019},
	month = {2019},
	pages = {1404{\textendash}1433},
	keywords = {Management},
	author = {Su,Rong and Zhang,Qi and Liu,Yaowu and Tay,Louis}
}
@conference {1975156,
	title = {Psychological Contract Violation and Sharing Intention on Facebook},
	booktitle = {Proceedings of the 52nd Hawaii International Conference on System Sciences},
	year = {2019},
	month = {2019},
	keywords = {BIS},
	author = {Hammer,Bryan and Zhang,Tianjian and Shadbad,Forough and Agrawal,Rupesh}
}
@article {1975701,
	title = {Toward a dimensional model of vocational interests},
	journal = {Journal of Applied Psychology},
	volume = {104},
	year = {2019},
	month = {2019},
	pages = {690{\textendash}714},
	keywords = {Management},
	author = {Su,Rong and Tay,Louis and Liao,Hsian-Ya and Zhang,Qi and Rounds,James}
}
@article {1978196,
	title = {Blockchain-Enabled Trust: The Case of Inter-Firm Dataflow},
	year = {2018},
	month = {2018},
	address = {New Orleans},
	keywords = {BIS, Business Analytics},
	author = {Zhao,J. Leon and Fan,Shaokun and Zheng,Eric}
}
@book {1973656,
	title = {Business Writing Style Guide},
	year = {2018},
	month = {2018},
	pages = {71},
	address = {Corvallis, Oregon},
	abstract = {The guide seeks to help students apply the basic concepts for effective and concise business writing to compile a well written report acceptable within a business context. It provides a writing process designed for business students to demonstrate critical thinking, reasoning, and persuasion and to use a business model effectively. It provides linkages to resources for improving business writing skills.},
	keywords = {Management},
	url = {https://open.oregonstate.education/businesswriting/},
	author = {Morris,John and Zwart,Julie}
}
@article {1970856,
	title = {Community Engagement and Online Word of Mouth: An Empirical Investigation},
	journal = {Information \& Management},
	volume = {55},
	year = {2018},
	month = {2018},
	pages = {258-270},
	keywords = {BIS, Business Analytics},
	author = {Wu,Ji and Fan,Shaokun and Zhao,J. Leon}
}
@article {1978201,
	title = {An Efficient Recommender System Using Locality Sensitive Hashing},
	year = {2018},
	month = {2018},
	address = {Hawaii},
	keywords = {BIS, Business Analytics},
	author = {Zhang,Kunpeng and Fan,Shaokun and Wang,Harry}
}
@article {1975336,
	title = {I Know, But I{\textquoteright}d Rather Be Beautiful:  The Impact of Self-esteem, Narcissism, Weight, and Knowledge on Addictive Tanning Behavior in Millennials},
	journal = {Journal of Consumer Affairs},
	volume = {52},
	year = {2018},
	month = {2018},
	pages = {209-226},
	address = {Medford, MA},
	abstract = {This research examines consumers{\textquoteright} current level of sun protection knowledge and prevention, tanning motivation, and behavior. This baseline information provides a clearer understanding of actual consumer behavior and can be used to determine what knowledge deficits exist so that future research, educational materials, and communication efforts can be tailored to address those more directly. Additionally,the relationships between knowledge, self-esteem, and narcissism are explored. Results show that knowledge has no impact on addictive tanning behavior, self-esteem is negatively correlated, and narcissism is fully mediated by appearance motivation. Implications, potential regulatory, and communication efforts are discussed.},
	keywords = {Marketing, OSU-Cascades},
	url = {https://onlinelibrary.wiley.com},
	author = {Watson,Amy and Zank,Gail and Turri,Anna M.}
}
@article {1975421,
	title = {Making Sense of Organization Dynamics Using Text Analysis.},
	journal = {Expert Systems with Applications},
	year = {2018},
	month = {2018},
	keywords = {BIS, Business Analytics, Supply Chain},
	author = {Li,Jiexun and Wu,Zhaohui and Zhu,Bin and Xu,Kaiquan}
}
@article {1975276,
	title = {Novel Anti-Obesity Properties of Palmaria mollis in Zebrafish and Mouse Models},
	journal = {Nutrients},
	volume = {10},
	year = {2018},
	month = {2018},
	keywords = {Marketing},
	author = {Nakayama,Hiroko and Shimada,Yasuhito and Zang,Liqing and Terasawa,Masahiro and Nishiura,Kaoru and Matsuda,Koichi and Toombs,Charles and Langdon,Chris and Nishimura,Norihiro}
}
@conference {1975726,
	title = {BEHAVIOR THEORY ENABLED GENDER CLASSIFICATION METHOD},
	booktitle = {the Fifteeth workshop on e-Business (WeB 2016) in Dublin},
	year = {2017},
	month = {2017},
	keywords = {BIS, Business Analytics},
	author = {Wang,Jing and Yan,Xiangbin and Zhu,Bin}
}
@article {1970861,
	title = {Collaboration Process Pattern Approach to Improving Teamwork Performance: A Data Mining-Based Methodology},
	journal = {INFORMS Journal on Computing},
	volume = {29},
	year = {2017},
	month = {2017},
	pages = {438-456},
	keywords = {BIS, Business Analytics},
	author = {Fan,Shaokun and Li,Xin and Zhao,J. Leon}
}
@conference {1975721,
	title = {The Different Behaviors between Product Searchers and Website Searchers},
	year = {2017},
	month = {2017},
	keywords = {BIS, Business Analytics},
	author = {Zun,Kai and Zhu,Bin and Zuo,Meiyun}
}
@article {1970871,
	title = {Enabling effective workflow model reuse: A data-centric approach},
	journal = {Decision Support Systems},
	volume = {93},
	year = {2017},
	month = {2017},
	pages = {11-25},
	keywords = {BIS, Business Analytics},
	author = {Liu,Zhiyong and Fan,Shaokun and Wang,Harry and Zhao,J. Leon}
}
@article {1970866,
	title = {Introduction to the special issue of ECR on E-business innovation with big data},
	journal = {Electronic Commerce Research},
	year = {2017},
	month = {2017},
	keywords = {BIS, Business Analytics},
	author = {Fan,Shaokun and Xiao,JInghua and Xie,Kang and Zhao,J. Leon}
}
@conference {1975731,
	title = {Differences between Younger and Senior Information Providers in Senior Online Communities},
	booktitle = {the Fifteeth workshop on e-Business (WeB 2016) in Dublin},
	year = {2016},
	month = {2016},
	keywords = {BIS, Business Analytics},
	author = {Wang,Changyu and Zhu,Bin and Zuo,Meiyun}
}
@article {1972661,
	title = {Good without knowing it: subtle contextual cues can activate moral identity and reshape moral intuition.},
	journal = {Journal of Business Ethics},
	year = {2016},
	month = {2016},
	keywords = {Management},
	author = {Leavitt,Keith and Zhu,L and Aquino,K}
}
@conference {1975736,
	title = {Helping Senior Participants Acquire the Right Type of Social Support in Online Communities},
	booktitle = {The 10th China Summer Workshop on Information Management (CSWIM 2016)},
	year = {2016},
	month = {2016},
	abstract = {Senior citizens could greatly be benefited from the social support received from a community(Choi et al. 2014; Goswami et al. 2010). Social support denotes to the
interaction/communication with others, verbal or nonverbal, reducing the uncertainty or
enhancing the self-perception of in control of one{\textquoteright}s own life (Albrecht and Adelman 1987). All
participants of online communities are motivated by their desire of seeking social support. And
such support occurs when community members form relational links among them and have
interactions that intend to help (Heaney and Israel 2002). A network member can receive/send
different types of social supports from/to others. Informational support transmits information
and provides guidance related to the task/question a community member has (Krause 1986);
emotional support expresses understanding, encouragement, empathy affection, affirming,
validation, sympathy, caring and concern (House 1981; Wang et al. 2014); companionship or
network support gives the recipient a sense of belonging (Keating 2013; Wang et al. 2014); and
appraisal support enhances the self-evaluation of the recipient (House 1981). Studies have
shown that people are usually motivated by their desire of seeking one or more types of social
supports to participate in an online community (Goswami et al. 2010; Kanayama 2003; Pfeil
2007; Pfeil and Zaphiris 2009; Wright 2000; Xie 2008). And such social support can only be
acquired during the interaction with others. For senior citizens, even though they can be greatly
benefited from the social support received through participation, the obstacles they need to
overcome in order to feel engaged could be larger than that of younger people (Charness and
Boot 2009; Lee et al. 2011), especially when they come to the community for the first time. They
could be easily overwhelmed by the content that has been generated by other existing members,
finding it difficult to identify an appropriate member to initiate a meaningful interaction. It
therefore is critical for an online community system to help senior participants identify other
existing members who are more likely to supply the type of support they are seeking. While many
previous studies have uncovered the variety factors, contextual (Pfeil and Zaphiris 2009; Wang
et al. 2015; Xie 2008) or individual (Wang et al. 2014, 2015, 2012; Wright 1999), that impact
the degree to which a senior citizen receives social support needed from an online community, it
remains unclear what the characteristics of existing community members who are more likely to
provide a new comer the kind of support, informational, emotional, companionship, or appraisal
are. And the answer to this question may have significant academic and practical implications.
This study thus proposes to fulfil the gap by utilizing data collected from a senior community
website to investigate the links between the characteristics of existing senior members and the
amount and the type of support they provided to new comers.
},
	keywords = {BIS, Business Analytics},
	author = {Wang,Changyu and Zhu,Bin and Zuo,Meiyun}
}
@article {1975706,
	title = {How is benevolent leadership linked to employee creativity? The mediating role of leadermember exchange and the moderating role of power distance orientation},
	journal = {Journal of Business Ethics},
	volume = {152},
	year = {2016},
	month = {2016},
	pages = {1099-1115},
	keywords = {Management},
	author = {Lin,Weipeng and Ma,Jingjing and Zhang,Qi and Li,Jenny C and Jiang,Feng}
}
@article {1975711,
	title = {Leading future orientations for current effectiveness: The role of engagement and supervisor coaching in linking future work self salience to job performance},
	journal = {Journal of Vocational Behavior},
	volume = {92},
	year = {2016},
	month = {2016},
	pages = {145-156},
	keywords = {Management},
	author = {Lin,Weipeng and Wang,Lei and Bamberger,Peter A and Zhang,Qi and Wang,Haifeng and Shi,Jing and Guo,Wemcao and Zhao,Tao}
}
@article {1971891,
	title = {Map? or List?based Recommender Agents? Does the Map Metaphor Fulfill its Promise?},
	journal = {Information Visualization},
	volume = {16},
	year = {2016},
	month = {2016},
	pages = {291-308},
	abstract = {We present a spatialization of digital library content based on item similarity and an experiment which compares the performance of this spatialization relative to a simple list-based display. Items in the library are K-12 science and engineering learning resources. Spatialization and visualization are accomplished through 2D interactive Sammon mapping of pairwise item similarity scores based on the joint occurrence of word bigrams. The 65 science teachers participating in the experiment were asked to search the library for curricular items they would consider using in conducting one or more teaching assignments. Results indicate that whereas the spatializations adequately capture the salient features of the library{\textquoteright}s content and teachers actively use them, item retrieval rates, task-completion time and perceived utility do not significantly differ from the semantically poorer but easier to comprehend and navigate list-based representations. These results put into question the usefulness of the rapidly increasing supply of information spatializations.},
	keywords = {BIS, Supply Chain},
	url = {http://journals.sagepub.com/doi/abs/10.1177/1473871616669193},
	author = {Reitsma,Reindert and Hsieh,Ping-Hung and Diekema,Anne and Robson,Robby and Zarsky,Malinda}
}
@article {1970876,
	title = {Overview of business innovations and research opportunities in blockchain and introduction to the special issue},
	journal = {Financial Innovation},
	volume = {2},
	year = {2016},
	month = {2016},
	keywords = {BIS, Business Analytics},
	author = {Zhao,J. Leon and Fan,Shaokun and Yan,Jiaqi}
}
@article {1971261,
	title = {Perpetual Dispossession: An Exploration of Ownership without Possession},
	journal = {Advances in Consumer Research},
	volume = {44},
	year = {2016},
	month = {2016},
	address = {Duluth, MN},
	abstract = {We examine disruptions in the consumption cycle as possessions are divested of meanings, but never disposed. This perpetual process of dispossession results in legal ownership of objects, without explicit incorporation into the self. Through an ethnographic approach, we examine factors contributing perpetual dispossession and discuss implications for the extended self},
	keywords = {Marketing},
	url = {https://www.acrwebsite.org/volumes/v44/acr_vol44_1021173.pdf},
	author = {Hall,Matthew and Zhao,Xin}
}
@article {1978816,
	title = {Perpetual Dispossession: An Exploration of Ownership without Possession},
	year = {2016},
	month = {2016},
	address = {Berlin, Germany},
	keywords = {Marketing},
	author = {Hall,Matthew and Zhao,Xin}
}
@article {1970881,
	title = {A Process Ontology Based Approach to Easing Semantic Ambiguity in Business Process Modeling},
	journal = {Data and Knowledge Engineering},
	volume = {102},
	year = {2016},
	month = {2016},
	keywords = {BIS, Business Analytics},
	author = {Fan,Shaokun and Hua,Z. and Storey,V. and Zhao,J. L.}
}
@article {1971691,
	title = {Contagious flow: Antecedents and consequences of optimal experience in the classroom},
	journal = {Journal of Management Education},
	volume = {39},
	year = {2015},
	month = {2015},
	pages = {319-349},
	keywords = {Management, OSU-Cascades},
	author = {Howes,Satoris and Fullagar,C. J. and Simmons,M. J. and Zhu,M.}
}
@article {1970896,
	title = {Demystifying big data analytics through the lens of marketing mix},
	journal = {Big Data Research},
	volume = {2},
	year = {2015},
	month = {2015},
	pages = {28-32},
	keywords = {BIS, Business Analytics},
	author = {Fan,Shaokun and Lau,R. and Zhao,J. L.}
}
@article {1978211,
	title = {The Design of IdeaWorks: Applying Social Learning Networks to Support Tertiary Education},
	year = {2015},
	month = {2015},
	keywords = {BIS, Business Analytics},
	author = {Kang,Lele and Fan,Shaokun and Zhao,J. Leon}
}
@article {1979216,
	title = {Escalation of commitment: Do narcissists, Machiavellians, and psychopaths escalate more?},
	year = {2015},
	month = {2015},
	address = {Philadelphia, PA},
	keywords = {Management, OSU-Cascades},
	author = {Jackson,A T and Howes,Satoris and Kausel,E E and Campbell,A M and Zhu,M}
}
@article {1980746,
	title = {Mining Hidden Organizational Structures from Meeting Records},
	year = {2015},
	month = {2015},
	address = {Philadelphia},
	keywords = {BIS, Business Analytics, Supply Chain},
	author = {Li,Jiexun and Wu,Zhaohui and Zhu,Bin}
}
@conference {1975741,
	title = {PREDICTING HABITUAL CONTINUING SOCIAL NETWORKING SITES USE OF THE ELDERLY},
	booktitle = {Workshop on Doing IS Research in China, The 19th Pacific Asia Conference on Information Systems (PACIS 2015)},
	year = {2015},
	month = {2015},
	address = {Singapore},
	keywords = {BIS, Business Analytics},
	url = {http://pacis2015.comp.nus.edu.sg/pages/workshops_cnais.html},
	author = {Chai,Wen and Zuo,Meiyun and Zhu,Bin and Tian,Xuesong}
}
@article {1978206,
	title = {Sentiment Analysis in Social Media Platforms: The Contribution of Social Relationships},
	year = {2015},
	month = {2015},
	address = {Dallas},
	keywords = {BIS, Business Analytics},
	author = {Fan,Shaokun and Ilk,Noyan and Zhang,Kunpeng}
}
@article {1980421,
	title = {Social Consequences of Moral Identity Symbolizations},
	year = {2015},
	month = {2015},
	address = {Vancouver, BC},
	keywords = {Management},
	author = {Leavitt,Keith and Aquino,Karl and Zhu,Luke and Simon,Resutbog}
}
@inbook {1972456,
	title = {On the turning away: An exploration of the employee resignation process},
	volume = {33},
	year = {2015},
	month = {2015},
	pages = {51-119},
	keywords = {Management},
	author = {Klotz,Anthony and Zimmerman,Ryan}
}
@conference {1973186,
	title = {Weather Factors and Online Product/Service Reviews},
	booktitle = {{\textquoteright}Doing IS Research in China{\textquoteright} Workshop of the Pacific Asia Conference on Information Systems (PACIS 2015)},
	year = {2015},
	month = {2015},
	keywords = {Accounting, BIS, Business Analytics},
	author = {Feng,Jiao and Yao,Zhong and Zhu,Bin and Marshall,Byron}
}
@article {1970891,
	title = {Workflow-Aware Attention Tracking to Enhance Collaboration Management},
	journal = {Information Systems Frontiers},
	volume = {17},
	year = {2015},
	month = {2015},
	pages = {1253{\textendash}1264},
	keywords = {BIS, Business Analytics},
	author = {Fan,Shaokun and Kang,L and Zhao,J. L.}
}
@article {1982871,
	title = {Workshop: TeachEngineering Digital Library: Hundreds of Free, Searchable, NGSS-aligned Hands-on Engineering Lessons for K-12},
	year = {2015},
	month = {2015},
	address = {Seattle, WA},
	keywords = {BIS},
	author = {Reitsma,Reindert and Zarske,Malinda and Yowell,Janet and Samson,Carleigh}
}
@article {1970901,
	title = {Business Challenges and Research Directions of Management Analytics in the Big Data Era},
	journal = {Journal of Management Analytics},
	volume = {1},
	year = {2014},
	month = {2014},
	pages = {169-174},
	keywords = {BIS, Business Analytics},
	author = {Zhao,J. L. and Fan,Shaokun and Hu,D.}
}
@article {1980751,
	title = {Collective opinion classification: A global consistency maximization approach},
	year = {2014},
	month = {2014},
	address = {Aukland, New Zealand},
	keywords = {BIS, Business Analytics},
	author = {Li,Jiexun and Li,Xin and Zhu,Bin}
}
@article {1978226,
	title = {Credit Risk Assessment of POS-Loans in the Big Data Era},
	year = {2014},
	month = {2014},
	address = {Hongkong, China},
	keywords = {BIS, Business Analytics},
	author = {Bian,Yiyang and Fan,Shaokun and Ye,Ryan Liying and Zhao,J.  Leon}
}
@article {1971391,
	title = {Discrediting in a message board forum: The effects of social support and attacks on expertise and trustworthiness},
	journal = {Journal of Computer-Mediated Communication},
	volume = {19},
	year = {2014},
	month = {2014},
	pages = {325-341},
	keywords = {Management},
	author = {Hughes,M. G. and Griffith,J. A. and Zeni,T. A. and Arsenault,M. L. and Cooper,O. D. and Johnson,G. J. and Hardy,Jay and Connelly,S. and Mumford,M. D.}
}
@conference {1975746,
	title = {Ensuring Positive Impact of Data Quality Metadata: Implications for Decision Support},
	booktitle = {Twentieth Americas Conference on Information Systems (AMCIS{\textquoteright} 2014)},
	year = {2014},
	month = {2014},
	address = {Savannah},
	keywords = {BIS, Business Analytics},
	author = {Shankar,G. and Zhu,Bin}
}
@article {1978221,
	title = {Formation and effect of Social Interactions in Online Brand Community: an Empirical Investigation.},
	year = {2014},
	month = {2014},
	address = {Chengdu, China},
	keywords = {BIS, Business Analytics},
	author = {Wu,Ji and Fan,Shaokun and Wu,Manli and Zhao,J.  Leon}
}
@article {1975751,
	title = {The Hl-index: Improvement of H-index Based on Quality of Citing Papers},
	journal = {Akad{\'e}miai Kiad{\'o} and Springer Science+Business Media},
	volume = {98},
	year = {2014},
	month = {2014},
	pages = {1021-1031},
	abstract = {This paper proposes hl-index as an improvement of the h-index, a popular measurement for the research quality of academic researchers. Although the h-index integrates the number of publications and the academic impact of each publication to evaluate the productivity of a researcher, it assumes that all papers that cite an academic article contribute equally to the academic impact of this article. This assumption, of course, could not be true in most times. The citation from a well-cited paper certainly brings more attention to the article than the citation from a paper that people do not pay attention to. It therefore becomes important to integrate the impact of papers that cite a researcher{\textquoteright}s work into the evaluation of the productivity of the researcher. Constructing a citation network among academic papers, this paper therefore proposes hl-index that integrating the h-index with the concept of lobby index, a measures that has been used to evaluate the impact of a node in a complex network based on the impact of other nodes that the focal node has direct link with. This paper also explores the characteristics of the proposed hl-index by comparing it with citations, h-index and its variant g-index.},
	keywords = {BIS, Business Analytics},
	author = {Zai,Li and Yan,Xiangbin and Zhu,Bin}
}
@article {1982091,
	title = {Organizational Resilience Following Periods of Crisis: How Family Control and Firm Age Influence Change in Emphasis on Innovation},
	year = {2014},
	month = {2014},
	address = {Alberta, Canada},
	keywords = {Strategy \& Entrepreneurship},
	author = {Zachary,Miles A and Payne,Tyge and Neubaum,Donald}
}
@article {1978216,
	title = {Scalable Audience Targeted Models for Brand Advertising on Social Networks},
	year = {2014},
	month = {2014},
	address = {Foster City, CA, USA},
	keywords = {BIS, Business Analytics},
	author = {Zhang,Kunpeng and Ouksel,Aris M. and Fan,Shaokun and Liu,Hengchang}
}
@article {1975761,
	title = {An ACP Approach to Public Health Emergency Management: Using a Campus Outbreak of H1N1 Influenza as a Case Study},
	journal = {IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems \& Humans},
	volume = {43},
	year = {2013},
	month = {2013},
	pages = {1028-1041},
	abstract = {In order to tackle the infeasibility of building mathematical models and conducting physical experiments for public health emergencies in a real world, we apply the ACP (Artificial societies, Computational experiments, and Parallel execution) approach to public health emergency management. We conducted a case study on the largest collective outbreak of H1N1 influenza at a Chinese university in 2009. We built an artificial society to reproduce H1N1 influenza outbreaks. In computational experiments, aiming to obtain comparable results with the real data, we applied the same intervention strategy as that was used during the real outbreak. Then we compared experiment results with real data to verify our models, including spatial models, population distribution, weighted social networks, contact patterns, students{\textquoteright} behaviors, and models of H1N1 influenza disease, in the artificial society. We then applied alternative intervention strategies to the artificial society. The simulation results suggested that alternative strategies controlled the outbreak of H1N1 influenza more effectively. Our models and their application to intervention strategy improvement show that the ACP approach is useful for public health emergency management},
	keywords = {BIS, Business Analytics},
	author = {Duan,Wei and Cao,Zhidong and Wang,Youzhong and Zhu,Bin and Zeng,Daniel and Wang,Fei-Yue and Qiu,Xiaogang and Song,Hongbin and Wang,Yong}
}
@conference {1975756,
	title = {A cognitive-neural approach to explaining market oscillations in a fully recurrent adaptive agent population},
	year = {2013},
	month = {2013},
	abstract = {Recreating market oscillations to study the markets often makes use of induced activity reversal via finite share or auction thresholds, strategically replacing agents via bankruptcy or genetic algorithm rules, heavily data specific network parameterization, or stochastic randomness. However, such techniques do not shed any additional light on how and why intelligent individual scale agents may spontaneously and rationally decide to endogenously change from a buying to a selling posture within a population. This paper introduces Social Netmap, an agent based population of general purpose, parameter-free, adaptive agents adjusting their behavior in real time to the directly observed aggregate and individual behaviors of their neighbors much like real intelligent actors might in a population. Without relying on random processes, validated parameters, turning-point thresholds, or agent replacement, Social Netmap was able to endogenously create typical market oscillations in 21 out of 30 cases of real Dow Jones Industrial Average data. Social Netmap points towards future work in more realistic group behavior of intelligent, rational agents.},
	keywords = {BIS, Business Analytics},
	url = {http://www.dmi.unict.it/ecal2013/},
	author = {Wong,Charles and Versace,Massimiliano and Zhu,Bin}
}
@article {1983941,
	title = {Data/Knowledge Management for LIDAR Data Users/Researchers},
	year = {2013},
	month = {2013},
	address = {Oregon State University},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Olson,Michael}
}
@article {1978231,
	title = {Ever-Changing Workarounds: A Model for Workaround Management Lifecycle in Healthcare Workflow},
	year = {2013},
	month = {2013},
	address = {Milan, Italy},
	keywords = {BIS, Business Analytics},
	author = {Fan,Shaokun and Tong,Yu and Zhao,J.  Leon}
}
@booklet {1985036,
	title = {Gender Classification for Product Reviewers in China: A Data-Driven Approach},
	year = {2013},
	month = {2013},
	abstract = {While it is crucial for organizations to automatically identify the gender of participants in product discussion forums, they may have difficulties adopting existing gender classification methods because the associations between the linguistic features used in those studies and gender type usually varies with context. The prototype system we propose to demo validates a framework for the development of gender classification that uses a more {\textquotedblleft}data-driven{\textquotedblright} approach. It constantly extracts content-specific features from the discussion content. And the system could automatically adjust itself to accommodate the contextual changes in order to achieve better classification accuracy.},
	keywords = {BIS, Business Analytics},
	url = {http://www.som.buffalo.edu/isinterface/wits2013/},
	author = {Zhu,Bin and Yan,Xiangbin and Wang,Jing}
}
@article {1983946,
	title = {Mapping User requirements to Design Alternatives: The Whole Nine yards},
	year = {2013},
	month = {2013},
	address = {Oregon State University},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Hoyle,Christopher}
}
@article {1970211,
	title = {Segmenting Slot Machine Players: A Factor-Cluster Analysis},
	journal = {International Journal of Contemporary Hospitality Management},
	volume = {24},
	year = {2013},
	month = {2013},
	keywords = {OSU-Cascades, OSU-Cascades Hospitality Mgt},
	author = {Chen,Sandy and Zemke,D and Shoemaker,S}
}
@article {1978241,
	title = {Collaboration Process Patterns and Efficiency of Issue Resolution in Software Development},
	year = {2012},
	month = {2012},
	address = {Denver, CO, USA},
	keywords = {BIS, Business Analytics},
	author = {Fan,Shaokun and Li,Xin and Zhao,J.  Leon}
}
@article {1980786,
	title = {A Comparative Study of Smoking Cessation Intervention Programs on Social Media},
	year = {2012},
	month = {2012},
	address = {College Park, MD, USA},
	keywords = {BIS},
	author = {Zhang,Mi and Yang,Christopher C and Li,Jiexun}
}
@article {1982521,
	title = {Concept analysis of purchase intention},
	year = {2012},
	month = {2012},
	address = {Honolulu, HI},
	keywords = {Apparel Design, Design Program, Merchandising Management},
	author = {Zhang,Ruirui and Pedersen,Elaine}
}
@conference {1985041,
	title = {Data Quality Metadata and Decision Making},
	booktitle = {45th Hawaii International International Conference on Systems Science (HICSS-45 2012), Proceedings,},
	year = {2012},
	month = {2012},
	pages = {1434-1443},
	address = {Grand Wailea, Maui, HI, USA},
	keywords = {BIS, Business Analytics},
	author = {Shankaranarayanan,G. and Zhu,Bin}
}
@article {1979416,
	title = {Do Dealmakers Make a Difference? Evidence from the Social Capital Networks of Serial Entrepreneurs and Investors},
	year = {2012},
	month = {2012},
	address = {Prague, Czech Republic},
	keywords = {Strategy \& Entrepreneurship},
	author = {Zoller,Ted and Joshi,Amol and Ethridge,Frank}
}
@article {1983956,
	title = {Finding People Who Forward Your Messages},
	year = {2012},
	month = {2012},
	address = {Snowbird, Utah},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Chau,Michael}
}
@article {1983961,
	title = {Finding People Who Forward Your Messages},
	year = {2012},
	month = {2012},
	address = {Oregon State University},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Chau,Michael}
}
@article {1983951,
	title = {Finding People Who Retweet},
	year = {2012},
	month = {2012},
	address = {Beijing, China},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin}
}
@article {1970906,
	title = {A Framework for the Transformation from Conceptual to Logical Workflow Models},
	journal = {Decision Support Systems},
	volume = {55},
	year = {2012},
	month = {2012},
	pages = {781-794},
	keywords = {BIS, Business Analytics},
	author = {Fan,Shaokun and Zhao,J. L. and Liu,M. and Dou,W.}
}
@conference {1984581,
	title = {Is It You or the Message: Why Do People Pass Along Micro-Blogging Messages?},
	booktitle = {The Eleventh Workshop on e-Business (WeB{\textquoteright}12)},
	year = {2012},
	month = {2012},
	address = {Orlando, Florida},
	keywords = {Accounting, BIS, Business Analytics},
	author = {Zhu,Bin and Marshall,Byron}
}
@article {1975766,
	title = {Patterns of News Dissemination through Online News Network in China},
	journal = {Information Systems Frontiers},
	volume = {16},
	year = {2012},
	month = {2012},
	pages = {557-570},
	keywords = {BIS, Business Analytics},
	author = {Wang,Youzhong and Zeng,Daniel and Zhu,Bin}
}
@conference {1984701,
	title = {The TeachEngineering Digital Library:  Improving Access to the P-12 Engineering Conversation},
	booktitle = {Proceedings 2nd P-12 Engineering and Design Education Research Summit},
	year = {2012},
	month = {2012},
	abstract = {The TeachEngineering digital library is a collection of searchable, standards-based, classroom-tested P-12 engineering curricula for use in science and math classrooms (Sullivan et al., 2005). Its inquiry-based lessons and hands-on activities use real-life engineering as a vehicle for the integration of science and math in P-12 classrooms. Mapped to educational content standards, the activities are age-appropriate, inexpensive to conduct, and relevant to students{\textquoteright} daily lives, helping science and math come alive. The collection is a powerful resource for those in P-12 or higher education, industry and professional communities wanting to improve STEM literacy, to engage young students in the joys and creativity of engineering and the design process, and to increase the number of students pursuing STEM careers.<br>This paper investigates TeachEngineering usage trends and curricular submission statistics. Specifically, we analyze the submission process for curriculum contributed from external authors, suggest practices for submitting new curriculum, and discuss possible support avenues for future submissions.},
	keywords = {BIS},
	author = {Reitsma,Reindert and Zarske,M. and Sullivan,J. and Klenk,P. and Forbes,M. and Carlson,D.}
}
@article {1978236,
	title = {Towards Collaboration Virtualization Theory},
	year = {2012},
	month = {2012},
	address = {Ho Chi Minh City, Vietnam},
	keywords = {BIS, Business Analytics},
	author = {Fan,Shaokun and Sia,Choon-Ling and Zhao,J.  Leon}
}
@conference {1985046,
	title = {Patterns of News Dissemination through Online News Network in China},
	booktitle = {Proceedings of the 21st Workshop on Information Technologies and Systems (WITS 2011), Shanghai, China, December 3rd, 2011},
	year = {2011},
	month = {2011},
	keywords = {BIS, Business Analytics},
	author = {Wang,Youzhong and Zeng,Daniel and Zhu,Bin}
}
@conference {1984716,
	title = {Are French Fries and Grades Bad for You?  Conflicting Evidence on how K-12 Teachers Search in a K-12 Engineering Digital Library},
	booktitle = {Am. Soc. of Engr. Education (ASEE) Annual Conf. 2010},
	year = {2010},
	month = {2010},
	address = {Louisville, KY},
	abstract = {The TeachEngineering digital library provides teacher-tested, standards-based engineering content for K-12 teachers to use in science and math classrooms. Since its release in 2005, it has demonstrated significant growth in users and in contributors; data on this growth is presented. The TeachEngineering team continues to research its search functions and user interface in order to ensure that it is meeting the needs of its intended users, K-12 teachers. Empirical evidence of an experimental study on the dimensions of alignment between digital K-12 lesson materials and education standards, however, contradicts that of the observed search behavior of patrons of TeachEngineering. Whereas the experiment convincingly shows that grade band information does not add to the teaching materials{\textquoteright} relevance for an educational standard, observed patrons{\textquoteright} searching patterns show ample evidence of grade band-based searches. In this paper we offer that although grade band-based searches should perhaps be avoided because they improperly bias search results, they are such a prominent feature in the actual use of the digital library that as designers we must support them while mitigating the risk of unfortunate search bias. As a possible solution we suggest supporting grade-based searches yet offering query expansion by widening the grade band. These results also imply that curriculum developers pay close attention to the assignment of grade bands to their lessons and activities.},
	keywords = {BIS},
	author = {Reitsma,Reindert and Klenk,P. and Zarske,M. and Sullivan,J.}
}
@article {1973196,
	title = {Aspects of {\textquoteright}Relevance{\textquoteright} in the Alignment of Curriculum with Educational Standards},
	journal = {Information Processing \& Management},
	volume = {46},
	year = {2010},
	month = {2010},
	pages = {362-376},
	abstract = {Retrieval of useful digitized learning objects is a key objective for educational digital libraries, but imprecise definitions of alignment hinder the development of effective retrieval mechanisms. With over 63,000 U.S. K-12 science and mathematics education standards and a rapid proliferation of Web-enabled curriculum, retrieving curriculum that aligns with the standards to which teachers must teach is increasingly important. Previous studies of such alignment use single-dimensional and binary measures of relevance. Perhaps as a consequence they suffer from low inter-rater reliability (IRR), with experts agreeing about alignments only some 20-40\% of the time. We present the results of an experiment in which the dependent variable {\textquoteleft}alignment{\textquoteright} is operationalized using the Saracevic model of relevance in which; i.e., alignment is defined and measured through {\textquoteleft}clues{\textquoteright} from the everyday practice of K-12 teaching. Results show higher inter-rater reliability on all clues with significantly higher IRR on several specific alignment dimensions. In addition, a (linear) model of {\textquoteleft}overall alignment{\textquoteright} is derived and estimated. Both the structure and explanatory power of the model differ significantly between searching vs. assessment. These results illustrate the usefulness of clue-based relevance measures for information retrieval and have important consequences for both the formulation of automated retrieval mechanisms and the construction of a gold standard set of standard-curriculum alignments.},
	keywords = {Accounting, BIS},
	url = {http://www.sciencedirect.com/science/article/B6VC8-4XF7Y02-1/2/3fd5e4257f3d904d5929eeff2185c678},
	author = {Reitsma,Reindert and Marshall,Byron and Zarske,Malinda}
}
@article {1970911,
	title = {A Collaborative Scheduling Approach for Service-Driven Scientific Workflow Execution},
	journal = {Journal of Computer and System Sciences},
	volume = {76},
	year = {2010},
	month = {2010},
	keywords = {BIS, Business Analytics},
	author = {Dou,W. and Zhao,J. L. and Fan,Shaokun}
}
@article {1983971,
	title = {Finding Treasures in Your Trash},
	year = {2010},
	month = {2010},
	address = {Chengdu, China},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Luo,X. and Ma,J. and Chau,M.}
}
@conference {1985061,
	title = {Finding Treasures in Your Trash,},
	booktitle = {Proceedings of Joint Conference of eServices and Business Intelligence, Chengdu, China, June 4th-6th, 2010},
	year = {2010},
	month = {2010},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Luo,Xin and Ma,James and Chau,Michael}
}
@article {1972866,
	title = {Gene function prediction with gene interaction networks: a context graph kernel approach},
	journal = {IEEE Transactions on Information Technology in Biomedicine},
	volume = {14},
	year = {2010},
	month = {2010},
	pages = {119-128},
	keywords = {BIS},
	author = {Li,Xin and Chen,Hshinchun and Li,Jiexun and Zhang,Zhu}
}
@article {1978471,
	title = {Internal Corporate Venturing in Multi-General Family Businesses},
	year = {2010},
	month = {2010},
	address = {Kona, HI},
	keywords = {Strategy \& Entrepreneurship},
	author = {Garrett,Robert and Craig,Justin and Zellweger,Thomas and Dibrell,Clay}
}
@article {1972861,
	title = {A policy-based process mining framework: Mining business policy texts for discovering process models},
	journal = {Information Systems and e-Business Management},
	volume = {8},
	year = {2010},
	month = {2010},
	pages = {169-188},
	keywords = {BIS},
	author = {Li,Jiexun and Wang,Harry Jianan and Zhang,Zhu and Zhao,J Leon}
}
@article {1983966,
	title = {Understanding Awareness Diffusion at Twitter.com},
	year = {2010},
	month = {2010},
	address = {Lima, Peru},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Chau,M}
}
@conference {1985051,
	title = {Understanding Awareness Diffusion at Twitter.com},
	booktitle = {Proceedings of the Sixteenth Americas Conference on Information Systems, Lima, Peru, August 12th-15th 2010},
	year = {2010},
	month = {2010},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Chau,Michael}
}
@article {1975771,
	title = {Visualization of network concepts: The impact of working memory capacity differences},
	journal = {Decision Support Systems},
	volume = {21},
	year = {2010},
	month = {2010},
	pages = {327-344},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Watts,S.}
}
@article {1975776,
	title = {Visualizing Social Network Concepts},
	journal = {Decision Support Systems},
	volume = {49},
	year = {2010},
	month = {2010},
	pages = {151-161},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Watts,S. and Chen,H.}
}
@article {1980816,
	title = {Analyzing Writing Styles of Bloggers with Different Opinions},
	year = {2009},
	month = {2009},
	address = {Phoenix, AZ, USA},
	keywords = {BIS},
	author = {Park,Thomas H and Li,Jiexun and Zhao,Haozhen and Chau,Michaul}
}
@article {1983976,
	title = {Communication Clique Evolution Graph: A Tool to Monitor Conflicts in Virtual Teams},
	year = {2009},
	month = {2009},
	address = {Phoenix, AZ},
	keywords = {BIS, Business Analytics},
	author = {Qin,J. and Zhu,Bin and Gaynor,M. and Bradner,S.}
}
@conference {1985056,
	title = {Communication Clique Evolution Graph: A Tool to Monitor Conflicts in Virtual Teams},
	booktitle = {Proceedings of 8th Workshop on e-Business (WeB{\textquoteright}09), Phoenix, AZ, USA.},
	year = {2009},
	month = {2009},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Qin,Jialun}
}
@conference {1984591,
	title = {Dimensional Standard Alignment in K-12 Digital Libraries: Assessment of Self-found vs. Recommended Curriculum},
	booktitle = {Proceedings of the Joint Conference on Digital Libraries (JCDL{\textquoteright}09), Austin, TX},
	year = {2009},
	month = {2009},
	keywords = {Accounting, BIS},
	url = {http://doi.acm.org/10.1145/1555400.1555403},
	author = {Marshall,Byron and Reitsma,Reindert and Zarske,Malinda}
}
@article {1983991,
	title = {Expanding Research Using System Development as Methodology},
	year = {2009},
	month = {2009},
	address = {Tucson, AZ},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin}
}
@inbook {1985071,
	title = {Information Visualization for Decision Making},
	year = {2009},
	month = {2009},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Chen,H.}
}
@article {1972876,
	title = {Managing knowledge in light of its evolution process: An empirical study on citation network-based patent classification},
	journal = {Journal of Management Information Systems},
	volume = {26},
	year = {2009},
	month = {2009},
	pages = {129-153},
	keywords = {BIS},
	author = {Li,Xin and Chen,Hshinchun and Zhang,Zhu and Li,Jiexun and Nunamaker,Jay F.}
}
@article {1982671,
	title = {The Role of Mass Media and Marketing Communication in Consumer Ethnocentrism: A Study from the Russian Market},
	year = {2009},
	month = {2009},
	address = {Baltimore, MD},
	keywords = {Marketing, MBA},
	author = {Puzakova,Marina and Kwak,Hyokjin and Andras,Trina Larsen and Zinkhan,George M.}
}
@article {1972881,
	title = {Sentiment analysis of Chinese documents: From sentence to document level},
	journal = {Journal of the Association for Information Science and Technology},
	volume = {60},
	year = {2009},
	month = {2009},
	pages = {2474-2487},
	keywords = {BIS},
	author = {Zhang,Changli and Zeng,Daniel and Li,Jiexun and Wang,Fei-Yue and Zuo,Wanli}
}
@article {1970916,
	title = {Transformation Framework of Conceptual to Logical Business Process Models},
	journal = {China Journal of Information Systems},
	volume = {3},
	year = {2009},
	month = {2009},
	abstract = {(In Chinese)},
	keywords = {BIS, Business Analytics},
	author = {Liu,M. and Fan,Shaokun and Zhao,J. L. and Dou,W.}
}
@article {1973956,
	title = {Typology of Social Entrepreneurs: Motives, Search Processes and Ethical Challenges},
	journal = {Journal of Business Venturing},
	volume = {24},
	year = {2009},
	month = {2009},
	pages = {519 - 532},
	abstract = {Social entrepreneurship has been the subject of considerable interest in the literature. This stems from its importance in addressing social problems and enriching communities and societies. In this article, we define social entrepreneurship; discuss its contributions to creating social wealth; offer a typology of entrepreneurs{\textquoteright} search processes that lead to the discovery of opportunities for creating social ventures; and articulate the major ethical concerns social entrepreneurs might encounter. We conclude by outlining implications for entrepreneurs and advancing an agenda for future research, especially the ethics of social entrepreneurship.},
	keywords = {Strategy \& Entrepreneurship},
	author = {Zahra,Shaker A. and Gedajlovic,Eric and Neubaum,Donald and Shulman,Joel M.}
}
@article {1983981,
	title = {Understanding How Product Information Traverses Across Online Communities},
	year = {2009},
	month = {2009},
	address = {Guangzhou, China},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Yang,C.}
}
@conference {1985076,
	title = {Understanding How Product Information Traverses Across Online Communities},
	booktitle = {Proceedings of Third China Workshop on Information Management 2009, Guangzhou, China},
	year = {2009},
	month = {2009},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Yang,Chris}
}
@article {1983986,
	title = {Visualizing Data Quality Metadata for Decision Support: A Prototype and Evaluation},
	year = {2009},
	month = {2009},
	address = {San Francisco, CA},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Shankaranarayanan,G. and Cai,Y.}
}
@conference {1985066,
	title = {Visualizing Data Quality Metadata for Decision Support: A Prototype and Evaluation},
	booktitle = {Proceedings of the Fifteenth Americas Conference on Information Systems, San Francisco, California},
	year = {2009},
	month = {2009},
	keywords = {BIS, Business Analytics},
	author = {Shankaranarayanan,G. and Zhu,Bin}
}
@article {1980826,
	title = {Visualizing the intellectual structure with paper-reference matrices},
	year = {2009},
	month = {2009},
	address = {Atlantic City, NJ, USA},
	keywords = {BIS},
	author = {Zhang,Jian and Chen,Chaomei and Li,Jiexun}
}
@article {1972871,
	title = {Visualizing the Intellectual Structure with Paper-Reference Matrices},
	journal = {IEEE Transactions on Visualization and Computer Graphics},
	volume = {15},
	year = {2009},
	month = {2009},
	pages = {1153-1160},
	keywords = {BIS},
	author = {Zhang,Jian and Chen,Chaomei and Li,Jiexun}
}
@article {1975781,
	title = {CommunicationGarden System: Visualizing a Computer Mediated Communication System to Facilitate Knowledge Management},
	journal = {Decision Support Systems},
	volume = {45},
	year = {2008},
	month = {2008},
	pages = {778-794},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Chen,H.}
}
@article {1970441,
	title = {Culture of Family Commitment and Strategic Flexibility: The Moderating Effect of Stewardship},
	journal = {Entrepreneurship, Theory and Practice},
	volume = {32},
	year = {2008},
	month = {2008},
	pages = {1035-1054},
	keywords = {Management, Strategy \& Entrepreneurship},
	author = {Zahra,Shaker and Hayton,James and Neubaum,Donald and Dibrell,Clay and Craig,Justin}
}
@article {1984001,
	title = {Decision support with data quality metadata},
	year = {2008},
	month = {2008},
	address = {Boston, MA},
	keywords = {BIS, Business Analytics},
	author = {Shankaranarayanan,G. and Zhu,Bin and Cai,Y.}
}
@article {1973961,
	title = {Globalization of Social Entrepreneurship},
	journal = {Strategic Entrepreneurship Journal},
	volume = {2},
	year = {2008},
	month = {2008},
	pages = {117-131},
	keywords = {Strategy \& Entrepreneurship},
	author = {Zahra,Shaker A. and Rawhouser,Hans and Bhawe,Nachiket and Neubaum,Donald and Hayton,James C.}
}
@article {1984006,
	title = {Monitoring Conflicts in Virtual Teams: A Social Network Approach},
	year = {2008},
	month = {2008},
	address = {Kunming, China},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Gaynor,M}
}
@article {1983996,
	title = {Monitoring Team Conflicts through the Visualization of Social Networks},
	year = {2008},
	month = {2008},
	address = {Paris, France},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Gaynor,M and Bradner,S.}
}
@article {1980846,
	title = {Process component identification from business policy documents},
	year = {2008},
	month = {2008},
	address = {Yunnan, China},
	keywords = {BIS},
	author = {Li,Jiexun and Wang,Harry Jiannan and Zhang,Zhu and Zhao,J Leon}
}
@article {1980831,
	title = {Relation-centric task identification for policy-based process mining},
	year = {2008},
	month = {2008},
	address = {Paris, France},
	keywords = {BIS},
	author = {Li,Jiexun and Wang,Harry Jiannan and Zhang,Zhu and Zhao,J Leon}
}
@article {1980836,
	title = {Stylometric feature selection for assessing review helpfulness},
	year = {2008},
	month = {2008},
	address = {Paris, France},
	keywords = {BIS},
	author = {Li,Jiexun and MacDonald,Craig M and Zheng,Rong}
}
@article {1980841,
	title = {Theme creation for digital collections},
	year = {2008},
	month = {2008},
	address = {Berlin, Germany},
	keywords = {BIS},
	author = {Li,Jiexun and Xia,Lin and Zhou,Xiaohua}
}
@article {1980866,
	title = {Auto patent classification using citation network information: An experimental study in nanotechnology},
	year = {2007},
	month = {2007},
	address = {Vancouver, British Columbia, Canada},
	keywords = {BIS},
	author = {Li,Xin and Chen,Hsinchun and Zhang,Zhu and Li,Jiexun}
}
@article {1977401,
	title = {Family Culture and Strategic Flexibility: The Moderating Effects of Stewardship},
	year = {2007},
	month = {2007},
	address = {Starksville, MS},
	keywords = {Management, Strategy \& Entrepreneurship},
	author = {Neubaum,Donald and Craig,Justin and Dibrell,Clay and Hayton,James and Zahra,Shaker}
}
@article {1980861,
	title = {Graph kernel-based learning for gene function prediction from gene interaction network},
	year = {2007},
	month = {2007},
	address = {Fremont, CA, USA},
	keywords = {BIS},
	author = {Li,Xin and Zhang,Zhu and Chen,Hsinchun and Li,Jiexun}
}
@article {1984011,
	title = {Integrating Data Quality Data into Decision-Making Process: an Information Visualization Approach},
	year = {2007},
	month = {2007},
	address = {Beijing, China},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Shankaranarayanan,G. and Cai,Y.}
}
@article {1973966,
	title = {Knowledge Sharing and Technological Capabilities: The Moderating Role of Family Involvement},
	journal = {Journal of Business Research},
	volume = {60},
	year = {2007},
	month = {2007},
	pages = {1070 - 1079},
	keywords = {Strategy \& Entrepreneurship},
	author = {Zahra ,Shaker  A. and Neubaum,Donald and Larraneta,Barabar}
}
@article {1980856,
	title = {Mining business policy texts for discovering process models: A framework and some initial results},
	year = {2007},
	month = {2007},
	address = {Montreal, Quebec, Canada},
	keywords = {BIS},
	author = {Li,Jiexun and Wang,Harry Jiannan and Zhang,Zhu and Zhao,J Leon}
}
@article {1982096,
	title = {Social Role of Entrepreneurship},
	year = {2007},
	month = {2007},
	address = {Oakbrook, IL},
	keywords = {Strategy \& Entrepreneurship},
	author = {Zahra,Shaker A and Hayton,James C and Neubaum,Donald and Rawhouser,Hans}
}
@article {1973971,
	title = {The Effects of Ownership and Governance on SMEs International Knowledge-based Resources},
	journal = {Small Business Economics},
	volume = {29},
	year = {2006},
	month = {2006},
	pages = {309 - 327},
	keywords = {Strategy \& Entrepreneurship},
	author = {Zahra,Shaker  A. and Neubaum,Donald and Naldi,Lucia}
}
@article {1972911,
	title = {A framework of authorship identification for online messages: Writing style features and classification techniques},
	journal = {Journal of the Association for Information Science and Technology},
	volume = {57},
	year = {2006},
	month = {2006},
	pages = {378-393},
	keywords = {BIS},
	author = {Zheng,Rong and Li,Jiexun and Chen,Hsinchun and Huang,Zan and Qin,Yi}
}
@article {1972906,
	title = {From fingerprint to writeprint},
	journal = {Communications of the ACM},
	volume = {49},
	year = {2006},
	month = {2006},
	pages = {76-82},
	keywords = {BIS},
	author = {Li,Jiexun and Zheng,Rong and Chen,Hsinchun}
}
@article {1973986,
	title = {Institutional Ownership and Corporate Social Performance:  The Moderating Effect of Investment Horizon, Activitism and Coordination},
	journal = {Journal of Management},
	volume = {32},
	year = {2006},
	month = {2006},
	pages = {1-24},
	abstract = {Scandals at Enron and WorldCom have thrust debates concerning corporate governance and corporate social performance (CSP) to the forefront of the minds of shareholders, managers, and public policy makers. Relying on the theory of stakeholder salience, the authors suggest that institutional owners{\textquoteright} investment horizons, as well as the frequency and coordination of institutional owners{\textquoteright} activism, moderate the institutional ownership -CSP relationship. Data collected in 1995 and 2000 from the Fortune 500 firms show that long-term institutional ownership is positively associated with CSP and that the frequency and coordination of activism interact with long-term institutional holdings to positively affect CSP 3 years later.},
	keywords = {Strategy \& Entrepreneurship},
	author = {Neubaum,Donald and Zahra,Shaker  A.}
}
@article {1984016,
	title = {Management Information Systems Research is USA},
	year = {2006},
	month = {2006},
	address = {Chengdu, China},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin}
}
@article {1982101,
	title = {Social Entrepreneurship: Domain, Contributions and Ethical Dilemnas},
	year = {2006},
	month = {2006},
	address = {Minneapolis, MN},
	keywords = {Strategy \& Entrepreneurship},
	author = {Neubaum,Donald and Zahra,Shaker A and Gedlovic,Eric and Shulman,Joel}
}
@article {1975786,
	title = {Information Visualization},
	journal = {Annual Review of Information Science and Technology},
	volume = {39},
	year = {2005},
	month = {2005},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Chen,H.}
}
@article {1975791,
	title = {NewsMap: A Knowledge Map for Online News},
	journal = {Decision Support Systems},
	volume = {39},
	year = {2005},
	month = {2005},
	pages = {583-597},
	keywords = {BIS, Business Analytics},
	author = {Ong,T-H. and Chen,H. and Sung,WK and Zhu,Bin}
}
@article {1984021,
	title = {Research in Management Information Systems},
	year = {2005},
	month = {2005},
	address = {Nanchang, Jiangxi, P.R. China},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin}
}
@article {1975796,
	title = {Using 3D Interfaces to Facilitate the Spatial Knowledge Retrieval: A Geo-referenced Knowledge Repository System},
	journal = {Decision Support Systems},
	volume = {40},
	year = {2005},
	month = {2005},
	pages = {167-182},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Chen,H.}
}
@article {1973236,
	title = {A Case-based Reasoning Framework for Workflow Model Management},
	journal = {Data and Knowledge Engineering},
	volume = {50},
	year = {2004},
	month = {2004},
	pages = {87-115},
	abstract = {In order to support efficient workflow design, recent commercial workflow systems are providing templates of common business processes. These templates, called cases, can be modified individually or collectively into a new workflow to meet the business specification. However, little research has been done on how to manage workflow models, including issues such as model storage, model retrieval, model reuse and assembly. In this paper, we propose a novel framework to support workflow modeling and design by adapting workflow cases from a repository of process models. Our approach to workflow model management is based on a structured workflow lifecycle and leverages recent advances in model management and case-based reasoning techniques. Our contributions include a conceptual model of workflow cases, a similarity flooding algorithm for workflow case retrieval, and a domain-independent AI planning approach to workflow case composition. We illustrate the workflow model management framework with a prototype system called Case-Oriented Design Assistant for Workflow Modeling (CODAW).},
	keywords = {Accounting, BIS},
	url = {http://people.oregonstate.edu/~marshaby/Papers/Madhusudan_DKE_CODAW.pdf},
	author = {Madhusudan,Therani and Zhao,J.  Leon and Marshall,Byron}
}
@article {1984026,
	title = {The Design for an Effective Knowledge Repository System},
	year = {2003},
	month = {2003},
	address = {Minneapolis, MN},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Iyer,B.}
}
@article {1975801,
	title = {HelpfulMed: Intelligent Searching for Medical Information over the Internet},
	journal = {Journal of the Association for Information Science and Technology},
	volume = {54},
	year = {2003},
	month = {2003},
	pages = {683-694},
	keywords = {BIS, Business Analytics},
	author = {Chen,H. and Lally,A.M. and Zhu,Bin and Chau,M.}
}
@conference {1973246,
	title = {Knowledge Management and E-Learning: the GetSmart Experience},
	booktitle = {Proceedings of the 2003 Joint ACM/IEEE Conference on Digital Libraries (JCDL 2003), May 2003, Houston, Texas},
	year = {2003},
	month = {2003},
	abstract = {The National Science Digital Library (NSDL), launched in December 2002, is emerging as a center of innovation in digital libraries as applied to education. As a part of this extensive project, the GetSmart system was created to apply knowledge management techniques in a learning environment. The design of the system is based on an analysis of learning theory and theinformation search process. Its key notion is the integration of search tools and curriculum support with
concept mapping. More than 100 students at the University of Arizona and Virginia Tech used the system
in the fall of 2002. A database of more than one
thousand student-prepared concept maps has been
collected with more than forty thousand relationships
expressed in semantic, graphical, node-link
representations. Preliminary analysis of the collected
data is revealing interesting knowledge representation
patterns.
},
	keywords = {Accounting, BIS},
	url = {http://people.oregonstate.edu/~marshaby/Papers/Marshall_JCDL2003_GetSmart.pdf},
	author = {Marshall,Byron and Zhang,Yiwen and Chen,Hsinchun and Lally,Ann and Shen,Rao and Fox,Edward and Cassel,Lillian}
}
@article {1974006,
	title = {Competitive Analysis and New Venture Performance:  Understanding the Impact of Strategic Uncertainty and Venture Origin},
	journal = {Entrepreneurship, Theory and Practice},
	volume = {27},
	year = {2002},
	month = {2002},
	pages = {1-28},
	abstract = {Effective competitive analysis (CA) is important for success in today{\textquoteright}s marketplace. CA may be particularly important to new ventures that may lack experience in their industries and knowledge of their rivals. Using survey data from 228 new ventures, this study concludes that the formality, comprehensiveness, and user orientation of CA activities are positively associated with new venture performance. Strategic uncertainty and venture origin also significantly moderate the relationship between CA and new venture performance.},
	keywords = {Strategy \& Entrepreneurship},
	author = {Zahra,Shaker  A. and Neubaum,Donald and El-Hagrassey,Galal  M.}
}
@article {1982121,
	title = {Institutional ownership and corporate social performance:  The moderating effect of investment horizon, activism, and coordination},
	year = {2002},
	month = {2002},
	keywords = {Strategy \& Entrepreneurship},
	author = {Neubaum,Donald and Zahra,Shaker  A.}
}
@article {1984031,
	title = {MedTextus: an intelligent web-based medical meta-search system},
	year = {2002},
	month = {2002},
	address = {Portland, OR},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Leory,G. and Chen,H. and Chen,Y.}
}
@article {1984036,
	title = {Visualizing a computer mediated communication (CMC) process to facilitate knowledge management},
	year = {2002},
	month = {2002},
	address = {Minneapolis, MN},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Chen,H.}
}
@article {1984041,
	title = {Visualizing Computer-Mediated Communication Process},
	year = {2002},
	month = {2002},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin}
}
@article {1984046,
	title = {Visualizing Computer-Mediated Communication Process},
	year = {2002},
	month = {2002},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin}
}
@article {1984051,
	title = {Social Visualization for Computer-Mediated Communication: A Knowledge Management Perspective},
	year = {2001},
	month = {2001},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Chen,H.}
}
@article {1984056,
	title = {Visualizing Computer-Mediated Communication Process},
	year = {2001},
	month = {2001},
	address = {Bloomington, IN},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin}
}
@article {1984061,
	title = {Visualizing Computer-Mediated Communication Process},
	year = {2001},
	month = {2001},
	address = {Rochester, NY},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin}
}
@article {1984066,
	title = {Visualizing Computer-Mediated Communication Process},
	year = {2001},
	month = {2001},
	address = {Colorado Springs, CO},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin}
}
@article {1975806,
	title = {Creating a Large-Scale Content-Based Air Photo Image Digital Library},
	journal = {IEEE Transactions on Image Processing},
	volume = {9},
	year = {2000},
	month = {2000},
	pages = {163-167},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Ramsey,M. and Chen,H.}
}
@article {1974011,
	title = {Entrepreneurship in Medium-sized Companies:  Exploring the Effects of Ownership and Governance Systems},
	journal = {Journal of Management},
	volume = {26},
	year = {2000},
	month = {2000},
	pages = {947-976},
	abstract = {Corporate entrepreneurship (CE), which embodies a company{\textquoteright}s innovation and venturing activities, is necessary in today{\textquoteright}s competitive markets. CE is important for organizational renewal, the creation of new business, and improved performance. CE, however, requires strong and continued support from the company{\textquoteright}s top executives. Data from 231 medium-size manufacturing companies show that commitment to CE is high when: (1) executives own stock in their company; (2) the board chair and the chief executive officer are different individuals; (3) the board is medium in size; and, (4) outside directors own stock in the company. The relationships between the ratio of outside directors and CE, and institutional ownership and CE, are mixed. CE is also positively associated with future company performance.},
	keywords = {Strategy \& Entrepreneurship},
	author = {Zahra,Shaker  A. and Neubaum,Donald and Huse,Merton}
}
@article {1975811,
	title = {Validating a Geographical Image Retrieval System},
	journal = {Journal of the Association for Information Science and Technology},
	volume = {51},
	year = {2000},
	month = {2000},
	pages = {625-634},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Chen,H.}
}
@article {1974541,
	title = {Accessibility of Computer-based Simulation Models in Inherently Conflict-Laden Negotiations},
	journal = {Group Decision and Negotiation},
	volume = {8},
	year = {1999},
	month = {1999},
	pages = {511-533},
	keywords = {BIS},
	author = {Zigurs,I. and Reitsma,Reindert and Lewis,C. and Hubscher,R. and Hayes,C.}
}
@article {1975816,
	title = {A Collection of Visual Thesauri for Browsing Large Collections of Geographic Images},
	journal = {Journal of the Association for Information Science and Technology},
	volume = {50},
	year = {1999},
	month = {1999},
	pages = {826-835},
	keywords = {BIS, Business Analytics},
	author = {Ramsey,M. and Chen,H. and Zhu,Bin}
}
@article {1984071,
	title = {Creating a Large Scale Digital Library for Geo-Referenced Information},
	year = {1999},
	month = {1999},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Ramsey,M and Chen,H. and Hauck,R.V. and Ng,T.D. and Schatz,B.}
}
@article {1974016,
	title = {Environmental Adversity and the Entrepreneurial Activities of New Ventures},
	journal = {Journal of Developmental Entrepreneurship},
	volume = {3},
	year = {1999},
	month = {1999},
	pages = {123 - 148},
	keywords = {Strategy \& Entrepreneurship},
	author = {Zahra,Shaker A and Neubaum,Donald}
}
@article {1984076,
	title = {Support Concept-Based Multimedia Information Retrieval: A Knowledge Management Approach},
	year = {1999},
	month = {1999},
	keywords = {BIS, Business Analytics},
	author = {Zhu,Bin and Ramsey,M. and Chen,H. and Hauck,R.V. and Ng,T.D. and Schatz,B.}
}
@article {1974021,
	title = {The Effect of the Environment on Export Performance among U.S. Based Telecommunication New Ventures},
	journal = {Entrepreneurship, Theory and Practice},
	volume = {22},
	year = {1998},
	month = {1998},
	pages = {25 - 46},
	keywords = {Strategy \& Entrepreneurship},
	author = {Zahra,Shaker A and Neubaum,Donald and Huse,Merton}
}
@article {1984481,
	title = {$\#$SocialMediaWellness: Exploring a Research Agenda for Healthy Social Media Consumption},
	journal = {Journal of Consumer Behaviour},
	month = {2023 In Press},
	keywords = {Business Analytics},
	author = {Mertz,Breanne and Hass,Ashley and Anderson,Kelley Cours and Kaskela,Timothy and Zmich,Louis J.}
}
