20002020

Research output per year

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Article
2020

Multistakeholder recommendation: Survey and research directions

Abdollahpouri, H., Adomavicius, G., Burke, R., Guy, I., Jannach, D., Kamishima, T., Krasnodebski, J. & Pizzato, L., Mar 1 2020, In : User Modeling and User-Adapted Interaction. 30, 1, p. 127-158 32 p.

Research output: Contribution to journalArticle

2019
1 Scopus citations

Efficient computational strategies for dynamic inventory liquidation

Yang, M., Adomavicius, G. & Gupta, A., Jan 1 2019, In : Information Systems Research. 30, 2, p. 595-615 21 p.

Research output: Contribution to journalArticle

Reducing recommender system biases: An investigation of rating display designs

Adomavicius, G., Bockstedt, J. C., Curley, S. P. & Zhang, J., Jan 1 2019, In : MIS Quarterly: Management Information Systems. 43, 4, p. 1321-1341 21 p.

Research output: Contribution to journalArticle

The hidden side effects of recommendation systems

Adomavicius, G., Bockstedt, J., Curley, S. P., Zhang, J. & Ransbotham, S., Dec 2019, In : MIT Sloan Management Review. 60, 2, p. 13-15 3 p.

Research output: Contribution to journalArticle

1 Scopus citations
2 Scopus citations
2018

Effects of online recommendations on consumers' willingness to pay

Adomavicius, G., Bockstedt, J. C., Curley, S. P. & Zhang, J., Mar 1 2018, In : Information Systems Research. 29, 1, p. 84-102 19 p.

Research output: Contribution to journalArticle

16 Scopus citations
4 Scopus citations
2017

Coalition-based pricing in ascending combinatorial auctions

Bichler, M., Hao, Z. & Adomavicius, G., Mar 1 2017, In : Information Systems Research. 28, 1, p. 159-179 21 p.

Research output: Contribution to journalArticle

6 Scopus citations

Methods for real-time prediction of the mode of travel using smartphone-based GPS and accelerometer data

Martin, B. D., Addona, V., Wolfson, J., Adomavicius, G. & Fan, Y., Sep 8 2017, In : Sensors (Switzerland). 17, 9, 2058.

Research output: Contribution to journalArticle

Open Access
12 Scopus citations
17 Scopus citations

Use and Customization of Risk Scores for Predicting Cardiovascular Events Using Electronic Health Record Data

Wolfson, J., Vock, D. M., Bandyopadhyay, S., Kottke, T., Vazquez-Benitez, G., Johnson, P., Adomavicius, G. & O'Connor, P. J., Apr 24 2017, In : Journal of the American Heart Association. 6, 4

Research output: Contribution to journalArticle

Open Access
17 Scopus citations
2016

Adapting machine learning techniques to censored time-to-event health record data: A general-purpose approach using inverse probability of censoring weighting

Vock, D. M., Wolfson, J., Bandyopadhyay, S., Adomavicius, G., Johnson, P. E., Vazquez-Benitez, G. & O'Connor, P. J., Jun 1 2016, In : Journal of Biomedical Informatics. 61, p. 119-131 13 p.

Research output: Contribution to journalArticle

Open Access
11 Scopus citations

Classification, ranking, and top-K stability of recommendation algorithms

Adomavicius, G. & Zhang, J., Dec 1 2016, In : INFORMS Journal on Computing. 28, 1, p. 129-147 19 p.

Research output: Contribution to journalArticle

12 Scopus citations
2015

A Naive Bayes machine learning approach to risk prediction using censored, time-to-event data

Wolfson, J., Bandyopadhyay, S., Elidrisi, M., Vazquez-Benitez, G., Vock, D. M., Musgrove, D., Adomavicius, G., Johnson, P. E. & O'Connor, P. J., Sep 20 2015, In : Statistics in Medicine. 34, 21, p. 2941-2957 17 p.

Research output: Contribution to journalArticle

11 Scopus citations

Bundling effects on variety seeking for digital information goods

Adomavicius, G., Bockstedt, J. & Curley, S. P., Jan 1 2015, In : Journal of Management Information Systems. 31, 4, p. 182-212 31 p.

Research output: Contribution to journalArticle

10 Scopus citations

Data mining for censored time-to-event data: a Bayesian network model for predicting cardiovascular risk from electronic health record data

Bandyopadhyay, S., Wolfson, J., Vock, D. M., Vazquez-Benitez, G., Adomavicius, G., Elidrisi, M., Johnson, P. E. & O’Connor, P. J., Jul 8 2015, In : Data Mining and Knowledge Discovery. 29, 4, p. 1033-1069 37 p.

Research output: Contribution to journalArticle

40 Scopus citations

Improving stability of recommender systems: A meta-algorithmic approach

Adomavicius, G. & Zhang, J., Jun 1 2015, In : IEEE Transactions on Knowledge and Data Engineering. 27, 6, p. 1573-1587 15 p., 6994303.

Research output: Contribution to journalArticle

17 Scopus citations
2014

A machine learning approach to improving dynamic decision making

Meyer, G., Adomavicius, G., Johnson, P. E., Elidrisi, M., Rush, W. A., Sperl-Hillen, J. A. M. & O'Connor, P. J., Jun 2014, In : Information Systems Research. 25, 2, p. 239-263 25 p.

Research output: Contribution to journalArticle

21 Scopus citations

Optimization-based approaches for maximizing aggregate recommendation diversity

Adomavicius, G. & Kwon, Y., Jan 1 2014, In : INFORMS Journal on Computing. 26, 2, p. 351-369 19 p.

Research output: Contribution to journalArticle

21 Scopus citations
2013

Do recommender systems manipulate consumer preferences? A study of anchoring effects

Adomavicius, G., Bockstedt, J. C., Curley, S. P. & Zhang, J., Oct 22 2013, In : Information Systems Research. 24, 4, p. 956-975 20 p.

Research output: Contribution to journalArticle

71 Scopus citations
21 Scopus citations

User acceptance of complex electronic market mechanisms: Role of information feedback

Adomavicius, G., Curley, S. P., Gupta, A. & Sanyal, P., Jan 1 2013, In : Journal of Operations Management. 31, 6, p. 489-503 15 p.

Research output: Contribution to journalArticle

6 Scopus citations
2012

Effect of information feedback on bidder behavior in continuous combinatorial auctions

Adomavicius, G., Curley, S. P., Gupta, A. & Sanyal, P., Apr 1 2012, In : Management Science. 58, 4, p. 811-830 20 p.

Research output: Contribution to journalArticle

32 Scopus citations
18 Scopus citations

Effects of online recommendations on consumers' willingness to pay

Adomavicius, G., Bockstedt, J., Curley, S. P. & Zhang, J., Dec 1 2012, In : CEUR Workshop Proceedings. 893, p. 40-45 6 p.

Research output: Contribution to journalArticle

7 Scopus citations

Impact of data characteristics on recommender systems performance

Adomavicius, G. & Zhang, J., Apr 1 2012, In : ACM Transactions on Management Information Systems. 3, 1, 3.

Research output: Contribution to journalArticle

46 Scopus citations

Improving aggregate recommendation diversity using ranking-based techniques

Adomavicius, G. & Kwon, Y. O., Apr 18 2012, In : IEEE Transactions on Knowledge and Data Engineering. 24, 5, p. 896-911 16 p., 5680904.

Research output: Contribution to journalArticle

282 Scopus citations
36 Scopus citations

Stability of recommendation algorithms

Adomavicius, G. & Zhang, J., Nov 1 2012, In : ACM Transactions on Information Systems. 30, 4, 23.

Research output: Contribution to journalArticle

40 Scopus citations
2011

Context-aware recommender systems

Adomavicius, G., Mobasher, B., Ricci, F. & Tuzhilin, A., Jan 1 2011, In : AI Magazine. 32, 3, p. 67-80 14 p.

Research output: Contribution to journalArticle

224 Scopus citations

REQUEST: A query language for customizing recommendations

Adomavicius, G., Tuzhilin, A. & Zheng, R., Mar 2011, In : Information Systems Research. 22, 1, p. 99-117 19 p.

Research output: Contribution to journalArticle

37 Scopus citations
2009

Designing intelligent software agents for auctions with limited information feedback

Adomavicius, G., Gupta, A. & Zhdanov, D., Dec 2009, In : Information Systems Research. 20, 4, p. 507-526 20 p.

Research output: Contribution to journalArticle

22 Scopus citations
2008

C-TREND: Temporal cluster graphs for identifying and visualizing trends in multiattribute transactional data

Adomavicius, G. & Bockstedt, J., Jun 1 2008, In : IEEE Transactions on Knowledge and Data Engineering. 20, 6, p. 721-735 15 p., 4445669.

Research output: Contribution to journalArticle

21 Scopus citations

Making sense of technology trends in the information technology landscape: A design science approach

Adomavicius, G., Bockstedt, J. C., Gupta, A. & Kauffman, R. J., Dec 1 2008, In : MIS Quarterly: Management Information Systems. 32, 4, p. 779-809 31 p.

Research output: Contribution to journalArticle

99 Scopus citations

Understanding evolution in technology ecosystems

Adomavicius, G., Bockstedt, J., Gupta, A. & Kauffman, R. J., Oct 1 2008, In : Communications of the ACM. 51, 10, p. 117-122 6 p.

Research output: Contribution to journalArticle

17 Scopus citations
2007

New recommendation techniques for multicriteria rating systems

Adomavicius, G. & Kwon, Y. O., May 1 2007, In : IEEE Intelligent Systems. 22, 3, p. 48-55 8 p.

Research output: Contribution to journalArticle

289 Scopus citations

Technology roles and paths of influence in an ecosystem model of technology evolution

Adomavicius, G., Bockstedt, J. C., Gupta, A. & Kauffman, R. J., Jun 1 2007, In : Information Technology and Management. 8, 2, p. 185-202 18 p.

Research output: Contribution to journalArticle

66 Scopus citations

Validation sequence optimization: A theoretical approach

Adomavicius, G. & Tuzhilin, A., Jan 1 2007, In : INFORMS Journal on Computing. 19, 2, p. 185-200 16 p.

Research output: Contribution to journalArticle

1 Scopus citations
2005

Incorporating contextual information in recommender systems using a multidimensional approach

Adomavicius, G., Sankaranarayanan, R., Sen, S. & Tuzhilin, A., Jan 1 2005, In : ACM Transactions on Information Systems. 23, 1, p. 103-145 43 p.

Research output: Contribution to journalArticle

809 Scopus citations

Toward comprehensive real-time bidder support in iterative combinatorial auctions

Adomavicius, G. & Gupta, A., Jun 2005, In : Information Systems Research. 16, 2, p. 169-185 17 p.

Research output: Contribution to journalArticle

64 Scopus citations
2001

Expert-driven validation of rule-based user models in personalization applications

Adomavicius, G. & Tuzhilin, A., Dec 1 2001, In : Data Mining and Knowledge Discovery. 5, 1-2, p. 33-58 26 p.

Research output: Contribution to journalArticle

102 Scopus citations

Using data mining methods to build customer profiles

Adomavicius, G. & Tuzhilin, A., Feb 2001, In : Computer. 34, 2, p. 74-81 8 p.

Research output: Contribution to journalArticle

163 Scopus citations