Research Output 1957 2019

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Conference contribution
2018

Automated local regression discontinuity design discovery

Herlands, W., Wilson, A. G., McFowland, E. & Neill, D. B., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1512-1520 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems

Digital "x" - A new tune for IS research or old wine in new bottles?

Baiyere, A., Gupta, A., Grover, V., Woerner, S. & Lyytinen, K., Jan 1 2018, ICIS 2017: Transforming Society with Digital Innovation. Association for Information Systems

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wine
Bottles
Labeling
Innovation
1 Citation (Scopus)

Explicit or implicit feedback? engagement or satisfaction? A field experiment on machine-learning-based recommender systems

Zhao, Q., Harper, M., Adomavicius, G. & Konstan, J. A., Apr 9 2018, Proceedings of the 33rd Annual ACM Symposium on Applied Computing, SAC 2018. Association for Computing Machinery, p. 1331-1340 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recommender systems
Learning systems
Feedback
Factorization
Experiments

Interleaved learning: A design science approach and field experiment

Li, T., Liu, D., Wang, Y. & Xu, S. X., Jan 1 2018, International Conference on Information Systems 2018, ICIS 2018. Association for Information Systems, (International Conference on Information Systems 2018, ICIS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Field Experiment
knowledge gap
experiment
science
learning strategy
1 Citation (Scopus)

Interpreting user inaction in recommender systems

Zhao, Q., Willemsen, M. C., Adomavicius, G., Maxwell Harper, F. & Konstan, J. A., Sep 27 2018, RecSys 2018 - 12th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 40-48 9 p. (RecSys 2018 - 12th ACM Conference on Recommender Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recommender systems
Decision making

Lab experiment and field experiment in the digital age: Friend or foe?

Bapna, R., Burtch, G., Hong, Y., Sun, T. & Thatcher, J., Jan 1 2018, International Conference on Information Systems 2018, ICIS 2018. Association for Information Systems, (International Conference on Information Systems 2018, ICIS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Field Experiment
Experimentation
experiment
Randomized Experiments
Experiment

Local economic conditions and worker participation in the online gig economy

Huang, N., Hong, K., Burtch, G. & Pavlou, P. A., Jan 1 2018, International Conference on Information Systems 2018, ICIS 2018. Association for Information Systems, (International Conference on Information Systems 2018, ICIS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

worker participation
Personnel
Economics
labor
economy
2 Citations (Scopus)

Mobile augmented reality, product sales, and consumer evaluations: Evidence from a natural experiment

Xu, P., Liu, D. & Lee, J., Jan 1 2018, International Conference on Information Systems 2018, ICIS 2018. Association for Information Systems, (International Conference on Information Systems 2018, ICIS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Augmented reality
Augmented Reality
sales
Sales
experiment

Optimal Prepositioning and Fleet Sizing to Maximize Profits for One-Way Transportation Companies

Kahlen, M., Lee, T. Y., Ketter, W. & Gupta, A., Jan 1 2018, ICIS 2017: Transforming Society with Digital Innovation. Association for Information Systems

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Profitability
Industry
Information technology
Railroad cars
Decision making

Role of communication in online platforms

Hong, Y., Peng, J., Burtch, G. & Huang, N., Jan 1 2018, Americas Conference on Information Systems 2018: Digital Disruption, AMCIS 2018. Association for Information Systems

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Communication
Virtual reality
Personnel
Uncertainty

The impact of prosocial microlending on entrepreneurship in emerging economies: A cross-national natural experiment

Shen, M., Chan, J., Ding, Y. & Chen, J., Jan 1 2018, Americas Conference on Information Systems 2018: Digital Disruption, AMCIS 2018. Association for Information Systems

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Profitability
Economics
Experiments

The impact of social learning in prosumption

Sun, T., Bapna, R., Jung, J. H. & Golden, J., Jan 1 2018, International Conference on Information Systems 2018, ICIS 2018. Association for Information Systems, (International Conference on Information Systems 2018, ICIS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Social Learning
social learning
customer
Customers
Product design

“Run forrest run!”: Measuring the impact of App-enabled performance and social feedback on running performance

Babar, Y., Chan, J. & Choi, B., Jan 1 2018, International Conference on Information Systems 2018, ICIS 2018. Association for Information Systems, (International Conference on Information Systems 2018, ICIS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Application programs
Exercise
Feedback
performance
Randomized Experiments
2017
3 Citations (Scopus)

Incentive design for ad-sponsored content: Results from a randomized trial

Sen, S., Burtch, G., Gupta, A. & Rill, R., Nov 20 2017, 2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017. Institute of Electrical and Electronics Engineers Inc., p. 826-831 6 p. 8116483. (2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Randomized Trial
Incentives
Marketing
Sharing
Experiments

Is beauty helpful? effects of reviewer attractiveness on perceived helpfulness of online review

He, Y., Liu, D. & Guo, X., Jan 1 2017, AMCIS 2017 - America's Conference on Information Systems: A Tradition of Innovation. Americas Conference on Information Systems, (AMCIS 2017 - America's Conference on Information Systems: A Tradition of Innovation; vol. 2017-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Testing
Websites
Experiments
6 Citations (Scopus)

Predicting member productivity and withdrawal from pre-joining attachments in online production groups

Yu, B., Ren, Y., Terveen, L. G. & Zhu, H., Feb 25 2017, CSCW 2017 - Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, p. 1775-1784 10 p. (Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Joining
Productivity
2 Citations (Scopus)

VAMS 2017: Workshop on value-aware and multistakeholder recommendation

Burke, R., Adomavicius, G., Guy, I., Krasnodebski, J., Pizzato, L., Zhang, Y. & Abdollahpouri, H., Aug 27 2017, RecSys 2017 - Proceedings of the 11th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 378-379 2 p. (RecSys 2017 - Proceedings of the 11th ACM Conference on Recommender Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recommender systems
2016

Brother, can you spare a pizza? Engagement after requests for tangible assistance

Sheffler, Z. J. & Subramani, M. R., Jan 1 2016, AMCIS 2016: Surfing the IT Innovation Wave - 22nd Americas Conference on Information Systems. Association for Information Systems

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Can you gig it? An empirical examination of the GIG-economy and entrepreneurial activity

Burtch, G., Carnahan, S. & Greenwood, B. N., Jan 1 2016, 76th Annual Meeting of the Academy of Management, AOM 2016. Academy of Management, p. 1170-1175 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Entrepreneurial activity

Does care lead to share? Evidence from a randomized field experiment on call for sharing

Jung, J., Bapna, R., Golden, J. M. & Sun, T., Jan 1 2016, 2016 International Conference on Information Systems, ICIS 2016. Association for Information Systems, (2016 International Conference on Information Systems, ICIS 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Marketing
Experiments
Communication
Processing
Industry

Effectiveness of performance feedback in stimulating user-generated content

Hong, Y., Gu, B., Burtch, G., Huang, N., Liang, C., Wang, K., Fu, D. & Yang, B., Jan 1 2016, 2016 International Conference on Information Systems, ICIS 2016. Association for Information Systems, (2016 International Conference on Information Systems, ICIS 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feedback
Experiments

Evaluating tenure cases for scholars active in emergent or non-mainstream is research topics

Thatcher, J., Gupta, A., Goes, P., Rai, A. & Tremblay, M. C., Jan 1 2016, AMCIS 2016: Surfing the IT Innovation Wave - 22nd Americas Conference on Information Systems. Association for Information Systems

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Productivity
4 Citations (Scopus)

First steps towards exporting education: Software engineering education delivered online to professionals

Wendt, K. D., Reily, K. & Heimdahl, M., May 19 2016, Proceedings - 2016 IEEE 29th Conference on Software Engineering Education and Training, CSEEandT 2016. Institute of Electrical and Electronics Engineers Inc., p. 241-245 5 p. 7474491

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Engineering education
Software engineering
Education
engineering
Software design
3 Citations (Scopus)

Gamified technology-mediated learning: The role of individual differences

Shen, W. C. M., Liu, D., Santhanam, R. & Evans, D. A., Jan 1 2016, Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedings. Pacific Asia Conference on Information Systems, (Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems

It, knowledge transfer, and organization of work

Wagle, M., Ray, G., Subramani, M. & Gupta, A., Jan 1 2016, AMCIS 2016: Surfing the IT Innovation Wave - 22nd Americas Conference on Information Systems. Association for Information Systems

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Managers' political ideology and gender inequality within organizations

Carnahan, S. & Greenwood, B., Jan 1 2016, 76th Annual Meeting of the Academy of Management, AOM 2016. Academy of Management, p. 1591-1596 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Managers
Industry
Gender inequality
Political ideology
Service industries
35 Citations (Scopus)

Recommendations with a purpose

Jannach, D. & Adomavicius, G., Sep 7 2016, RecSys 2016 - Proceedings of the 10th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 7-10 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recommender systems
1 Citation (Scopus)

The digital sin city: An empirical study of craigslist's impact on prostitution trends

Mojumder, P., Chan, J. & Ghose, A., Jan 1 2016, 2016 International Conference on Information Systems, ICIS 2016. Association for Information Systems

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Websites
Sales
Internet
Economics
Communication

The ebb and flow of online word of mouth

Ke, Z., Liu, D. & Gupta, A., Jan 1 2016, 2016 International Conference on Information Systems, ICIS 2016. Association for Information Systems

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Aberrations
Flow patterns
Experiments
1 Citation (Scopus)

Why do firms outsource: A tool for contextual ambidexterity

Aggarwal, S., Ravindran, K. & Ray, G., Jan 1 2016, Shared Services and Outsourcing: A Contemporary Outlook - 10th Global Sourcing Workshop 2016, Revised Selected Papers. Kotlarsky, J., Willcocks, L. P. & Oshri, I. (eds.). Springer- Verlag, p. 1-18 18 p. (Lecture Notes in Business Information Processing; vol. 266).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Outsourcing
Information Technology
Information technology
Costs
Internal
2015

Computational strategies for inventory liquidation

Adomavicius, G., Gupta, A., Sheffler, Z. & Yang, M., Jan 1 2015, 25th Annual Workshop on Information Technologies and Systems, WITS 2015. University of Texas at Dallas

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Citations (Scopus)

Do mobile data plans affect usage? Results from a pricing trial with ISP customers

Joe-Wong, C., Ha, S., Sen, S. & Chiang, M., Jan 1 2015, Passive and Active Measurement - 16th International Conference, PAM 2015, Proceedings. Liu, Y. & Mirkovic, J. (eds.). Springer- Verlag, p. 96-108 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8995).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Internet service providers
Pricing
Customers
Costs
User Behavior
3 Citations (Scopus)

Exploring the role of smart data pricing in enabling affordable internet access

Sathiaseelan, A., Tyson, G. & Sen, S., Aug 4 2015, 2015 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2015. Institute of Electrical and Electronics Engineers Inc., p. 558-563 6 p. 7179444. (Proceedings - IEEE INFOCOM; vol. 2015-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Internet
Costs
Innovation
Economics
1 Citation (Scopus)

Measuring the Concentration Reinforcement Bias of Recommender Systems

Adamopoulos, P., Tuzhilin, A. & Mountanos, P., 2015, 9th ACM Conference on Recommender Systems Poster Proceedings: RecSys 2015. Association for Computing Machinery (ACM)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

New privacy-preserving ascending auction for assignment problems

Liu, D. & Bagh, A., Jan 1 2015, 25th Annual Workshop on Information Technologies and Systems, WITS 2015. University of Texas at Dallas

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Personality-Based Recommendations: Evidence from Amazon.com

Adamopoulos, P. & Todri, V., 2015, 9th ACM Conference on Recommender Systems Poster Proceedings: RecSys 2015. Association for Computing Machinery (ACM)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

The Business Value of Recommendations: A Privacy-Preserving Econometric Analysis

Adamopoulos, P. & Tuzhilin, A., 2015, 36th International Conference on Information Systems: ICIS 2015. Association for Information Systems

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The dark side of brokerage: Conflicts between individual and collective pursuits of innovation

Funk, R., Jan 1 2015, 75th Annual Meeting of the Academy of Management, AOM 2015. Academy of Management, p. 277-282 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Innovation
Brokerage
8 Citations (Scopus)

The Effectiveness of Marketing Strategies in Social Media: Evidence from Promotional Events

Adamopoulos, P. & Todri, V., 2015, 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining: KDD 2015. Association for Computing Machinery (ACM)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

What are social incentives worth? A randomized field experiment in user content generation

Burtch, G., Hong, Y., Bapna, R. & Griskevicius, V., Jan 1 2015, 2015 International Conference on Information Systems: Exploring the Information Frontier, ICIS 2015. Association for Information Systems

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Randomized Experiments
Social Norms
Field Experiment
Incentives
incentive
2014

Crowdsourcing college examinations using technology to improve assessment and higher learning by students

Olson, T., Jan 1 2014, Proceedings of the International Conference on e-Learning, ICEL. Yanez, T. A., Griffiths, P. & Rodriguez, O. S. (eds.). Academic Conferences Limited, p. 123-130 8 p. (Proceedings of the International Conference on e-Learning, ICEL).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Students
examination
learning
student
semester
3 Citations (Scopus)

Does growing demand for data science create new opportunities for information systems?

Agarwal, R., Bapna, R., Goh, K. Y., Ghose, A., Shmueli, G., Slaughter, S. & Tambe, P., Jan 1 2014, 35th International Conference on Information Systems "Building a Better World Through Information Systems", ICIS 2014. Association for Information Systems

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Information systems
Industry
1 Citation (Scopus)

Estimating the Value of Multi-Dimensional Data Sets in Context-based Recommender Systems

Adamopoulos, P. & Tuzhilin, A., 2014, 8th ACM Conference on Recommender Systems Poster Proceedings: RecSys 2014. Association for Computing Machinery (ACM)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Lean and performance: Impact of organizational culture

Hardcopf, R. & Shah, R., Jan 1 2014, 74th Annual Meeting of the Academy of Management, AOM 2014. Academy of Management, p. 185-190 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Organizational culture
Sustainable competitive advantage
Ambidexterity
Moderation

Learning on the job? Entrepreneurial spawning in the asset management industry

Chatterji, A. K., De Figueiredo, R. J. P. & Rawley, E., Jan 1 2014, 74th Annual Meeting of the Academy of Management, AOM 2014. Academy of Management, p. 544-549 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Asset management
Industry
41 Downloads (Pure)

Novel Perspectives in Collaborative Filtering Recommender Systems

Adamopoulos, P., 2014, 23rd International World Wide Web Conference : WWW 2014.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
11 Citations (Scopus)

On Discovering Non-Obvious Recommendations: Using Unexpectedness and Neighborhood Selection Methods in Collaborative Filtering Systems

Adamopoulos, P., 2014, 7th ACM Conference on Web Search and Data Mining: WSDM 2014. Association for Computing Machinery (ACM)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

29 Citations (Scopus)

On Over-Specialization and Concentration Bias of Recommendations: Probabilistic Neighborhood Selection in Collaborative Filtering Systems

Adamopoulos, P. & Tuzhilin, A., 2014, 8th ACM Conference on Recommender Systems: RecSys 2014 . Association for Computing Machinery (ACM)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Recommender Systems Evaluation: Dimensions and Design

Adamopoulos, P., Bellogín, A., Castells, P., Cremonesi, P. & Steck, H., 2014, 8th ACM Conference on Recommender Systems: RecSys 2014. Association for Computing Machinery (ACM)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Citations (Scopus)

Social commerce: An empirical examination of the antecedents and consequences of commerce in social network platforms

Todri, V. & Adamopoulos, P., Jan 1 2014, 35th International Conference on Information Systems "Building a Better World Through Information Systems", ICIS 2014. Association for Information Systems

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sales
Economics
Industry