Panos Ipeirotis
Professor at New York University
Research Expertise
About
Publications
Running experiments on Amazon Mechanical Turk
Judgment and Decision Making / Aug 01, 2010
Paolacci, G., Chandler, J., & Ipeirotis, P. G. (2010). Running experiments on Amazon Mechanical Turk. Judgment and Decision Making, 5(5), 411–419. https://doi.org/10.1017/s1930297500002205
Duplicate Record Detection: A Survey
IEEE Transactions on Knowledge and Data Engineering / Jan 01, 2007
Elmagarmid, A. K., Ipeirotis, P. G., & Verykios, V. S. (2007). Duplicate Record Detection: A Survey. IEEE Transactions on Knowledge and Data Engineering, 19(1), 1–16. https://doi.org/10.1109/tkde.2007.250581
Estimating the Helpfulness and Economic Impact of Product Reviews: Mining Text and Reviewer Characteristics
IEEE Transactions on Knowledge and Data Engineering / Oct 01, 2011
Ghose, A., & Ipeirotis, P. G. (2011). Estimating the Helpfulness and Economic Impact of Product Reviews: Mining Text and Reviewer Characteristics. IEEE Transactions on Knowledge and Data Engineering, 23(10), 1498–1512. https://doi.org/10.1109/tkde.2010.188
Get another label? improving data quality and data mining using multiple, noisy labelers
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining / Aug 24, 2008
Sheng, V. S., Provost, F., & Ipeirotis, P. G. (2008). Get another label? improving data quality and data mining using multiple, noisy labelers. Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. https://doi.org/10.1145/1401890.1401965
Quality management on Amazon Mechanical Turk
Proceedings of the ACM SIGKDD Workshop on Human Computation / Jul 25, 2010
Ipeirotis, P. G., Provost, F., & Wang, J. (2010). Quality management on Amazon Mechanical Turk. Proceedings of the ACM SIGKDD Workshop on Human Computation. https://doi.org/10.1145/1837885.1837906
Deriving the Pricing Power of Product Features by Mining Consumer Reviews
Management Science / Aug 01, 2011
Archak, N., Ghose, A., & Ipeirotis, P. G. (2011). Deriving the Pricing Power of Product Features by Mining Consumer Reviews. Management Science, 57(8), 1485–1509. https://doi.org/10.1287/mnsc.1110.1370
Analyzing the Amazon Mechanical Turk marketplace
XRDS: Crossroads, The ACM Magazine for Students / Dec 01, 2010
Ipeirotis, P. G. (2010). Analyzing the Amazon Mechanical Turk marketplace. XRDS: Crossroads, The ACM Magazine for Students, 17(2), 16–21. https://doi.org/10.1145/1869086.1869094
Text joins for data cleansing and integration in an RDBMS
Proceedings 19th International Conference on Data Engineering (Cat. No.03CH37405)
Gravano, L., Ipeirotis, P. G., Koudas, N., & Srivastava, D. (n.d.). Text joins for data cleansing and integration in an RDBMS. Proceedings 19th International Conference on Data Engineering (Cat. No.03CH37405). https://doi.org/10.1109/icde.2003.1260850
Designing Ranking Systems for Hotels on Travel Search Engines by Mining User-Generated and Crowdsourced Content
Marketing Science / May 01, 2012
Ghose, A., Ipeirotis, P. G., & Li, B. (2012). Designing Ranking Systems for Hotels on Travel Search Engines by Mining User-Generated and Crowdsourced Content. Marketing Science, 31(3), 493–520. https://doi.org/10.1287/mksc.1110.0700
Demographics and Dynamics of Mechanical Turk Workers
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining / Feb 02, 2018
Difallah, D., Filatova, E., & Ipeirotis, P. (2018). Demographics and Dynamics of Mechanical Turk Workers. Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining. https://doi.org/10.1145/3159652.3159661
Designing novel review ranking systems
Proceedings of the ninth international conference on Electronic commerce / Aug 19, 2007
Ghose, A., & Ipeirotis, P. G. (2007). Designing novel review ranking systems. Proceedings of the Ninth International Conference on Electronic Commerce. https://doi.org/10.1145/1282100.1282158
Amazon Mechanical Turk: Gold Mine or Coal Mine?
Computational Linguistics / Jun 01, 2011
Fort, K., Adda, G., & Cohen, K. B. (2011). Amazon Mechanical Turk: Gold Mine or Coal Mine? Computational Linguistics, 37(2), 413–420. https://doi.org/10.1162/coli_a_00057
Building a bird recognition app and large scale dataset with citizen scientists: The fine print in fine-grained dataset collection
2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) / Jun 01, 2015
Van Horn, G., Branson, S., Farrell, R., Haber, S., Barry, J., Ipeirotis, P., Perona, P., & Belongie, S. (2015). Building a bird recognition app and large scale dataset with citizen scientists: The fine print in fine-grained dataset collection. 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). https://doi.org/10.1109/cvpr.2015.7298658
Impacts, maintenance and sustainability of irrigation in Rwanda
Mar 01, 2020
Byiringo, E., Jones, M., Kondylis, F., Loeser, J., Magruder, J., & Ndahimana, C. (2020). Impacts, maintenance and sustainability of irrigation in Rwanda. https://doi.org/10.23846/dpw1ie112
The Dynamics of Micro-Task Crowdsourcing
Proceedings of the 24th International Conference on World Wide Web / May 18, 2015
Difallah, D. E., Catasta, M., Demartini, G., Ipeirotis, P. G., & Cudré-Mauroux, P. (2015). The Dynamics of Micro-Task Crowdsourcing. Proceedings of the 24th International Conference on World Wide Web. https://doi.org/10.1145/2736277.2741685
Probe, count, and classify
Proceedings of the 2001 ACM SIGMOD international conference on Management of data / May 01, 2001
Ipeirotis, P. G., Gravano, L., & Sahami, M. (2001). Probe, count, and classify. Proceedings of the 2001 ACM SIGMOD International Conference on Management of Data. https://doi.org/10.1145/375663.375671
Selective Transfer Between Learning Tasks Using Task-Based Boosting
Proceedings of the AAAI Conference on Artificial Intelligence / Aug 04, 2011
Eaton, E., & DesJardins, M. (2011). Selective Transfer Between Learning Tasks Using Task-Based Boosting. Proceedings of the AAAI Conference on Artificial Intelligence, 25(1), 337–343. https://doi.org/10.1609/aaai.v25i1.7932
Counting with the crowd
Proceedings of the VLDB Endowment / Dec 01, 2012
Marcus, A., Karger, D., Madden, S., Miller, R., & Oh, S. (2012). Counting with the crowd. Proceedings of the VLDB Endowment, 6(2), 109–120. https://doi.org/10.14778/2535568.2448944
Religious Demographics and the New Diversity
Oxford Handbooks Online / Dec 03, 2010
Norris, F. W. (2010). Religious Demographics and the New Diversity. Oxford Handbooks Online. https://doi.org/10.1093/oxfordhb/9780195340136.003.0015
Robust fault detection via high-order PI observers in uncertain systems
2012 Third International Conference on Intelligent Control and Information Processing / Jul 01, 2012
Wang, G., Wang, Q., & Zhao, L. (2012). Robust fault detection via high-order PI observers in uncertain systems. 2012 Third International Conference on Intelligent Control and Information Processing. https://doi.org/10.1109/icicip.2012.6391424
Introduction to Survival Analysis
Modeling Survival Data Using Frailty Models / Jan 26, 2011
Introduction to Survival Analysis. (2011). Modeling Survival Data Using Frailty Models, 23–38. https://doi.org/10.1201/b10510-7
When one sample is not enough
Proceedings of the 2004 ACM SIGMOD international conference on Management of data / Jun 13, 2004
Ipeirotis, P. G., & Gravano, L. (2004). When one sample is not enough. Proceedings of the 2004 ACM SIGMOD International Conference on Management of Data. https://doi.org/10.1145/1007568.1007655
Ridesharing and the Use of Public Transportation
SSRN Electronic Journal / Jan 01, 2019
Hoffmann Pham, K., Ipeirotis, P. G., & Sundararajan, A. (2019). Ridesharing and the Use of Public Transportation. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4099122
Faceted Browsing over Large Databases of Text-Annotated Objects
2007 IEEE 23rd International Conference on Data Engineering / Apr 01, 2007
Dakka, W., Ipeirotis, P. G., & Wood, K. R. (2007). Faceted Browsing over Large Databases of Text-Annotated Objects. 2007 IEEE 23rd International Conference on Data Engineering. https://doi.org/10.1109/icde.2007.369047
Internet Exchanges for Used Books: An Empirical Analysis of Product Cannibalization and Welfare Impact
Information Systems Research / Mar 01, 2006
Ghose, A., Smith, M. D., & Telang, R. (2006). Internet Exchanges for Used Books: An Empirical Analysis of Product Cannibalization and Welfare Impact. Information Systems Research, 17(1), 3–19. https://doi.org/10.1287/isre.1050.0072
The Visible Hand? Demand Effects of Recommendation Networks in Electronic Markets (Extended Version)
SSRN Electronic Journal / Jan 01, 2011
Oestreicher-Singer, G., & Sundararajan, A. (2011). The Visible Hand? Demand Effects of Recommendation Networks in Electronic Markets (Extended Version). SSRN Electronic Journal. https://doi.org/10.2139/ssrn.1268516
Automatic Classification of Text Databases through Query Probing
Lecture Notes in Computer Science / Jan 01, 2001
Ipeirotis, P. G., Gravano, L., & Sahami, M. (2001). Automatic Classification of Text Databases through Query Probing. The World Wide Web and Databases, 245–255. https://doi.org/10.1007/3-540-45271-0_16
Creativity on Paid Crowdsourcing Platforms
Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems / Apr 21, 2020
Oppenlaender, J., Milland, K., Visuri, A., Ipeirotis, P., & Hosio, S. (2020). Creativity on Paid Crowdsourcing Platforms. Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/3313831.3376677
Content and Context: Identifying the Impact of Qualitative Information on Consumer Choice
SSRN Electronic Journal / Jan 01, 2011
Aral, S., Ipeirotis, P. G., & Taylor, S. J. (2011). Content and Context: Identifying the Impact of Qualitative Information on Consumer Choice. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.1784376
Animal behaviour: Behind enemy lines
Nature / Apr 01, 2010
Animal behaviour: Behind enemy lines. (2010). Nature, 464(7291), 960–960. https://doi.org/10.1038/464960a
Facilitating Document Annotation Using Content and Querying Value
IEEE Transactions on Knowledge and Data Engineering / Feb 01, 2014
Ruiz, E. J., Hristidis, V., & Ipeirotis, P. G. (2014). Facilitating Document Annotation Using Content and Querying Value. IEEE Transactions on Knowledge and Data Engineering, 26(2), 336–349. https://doi.org/10.1109/tkde.2012.224
Join Optimization of Information Extraction Output: Quality Matters!
2009 IEEE 25th International Conference on Data Engineering / Mar 01, 2009
Jain, A., Ipeirotis, P. G., Doan, A., & Gravano, L. (2009). Join Optimization of Information Extraction Output: Quality Matters! 2009 IEEE 25th International Conference on Data Engineering. https://doi.org/10.1109/icde.2009.138
Demand-Aware Career Path Recommendations: A Reinforcement Learning Approach
SSRN Electronic Journal / Jan 01, 2020
Kokkodis, M., & Ipeirotis, P. G. (2020). Demand-Aware Career Path Recommendations: A Reinforcement Learning Approach. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3514287
The arXiv preprint server hits 1 million articles
Nature / Dec 30, 2014
Van Noorden, R. (2014). The arXiv preprint server hits 1 million articles. Nature. https://doi.org/10.1038/nature.2014.16643
Crowdsourcing for search and data mining
ACM SIGIR Forum / May 24, 2011
Lease, M., Carvalho, V. R., & Yilmaz, E. (2011). Crowdsourcing for search and data mining. ACM SIGIR Forum, 45(1), 18–24. https://doi.org/10.1145/1988852.1988856
Contact Information for Major Government Offices, Outsourcing Centers, and Online Resources
Source Code China / Aug 29, 2015
Contact Information for Major Government Offices, Outsourcing Centers, and Online Resources. (2015). Source Code China, 238–281. https://doi.org/10.1002/9781119198086.app3
Designing Ranking Systems for Hotels on Travel Search Engines by Mining User-Generated and Crowd-Sourced Content
SSRN Electronic Journal / Jan 01, 2011
Ghose, A., Ipeirotis, P. G., & Li, B. (2011). Designing Ranking Systems for Hotels on Travel Search Engines by Mining User-Generated and Crowd-Sourced Content. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.1856558
STEP: A Scalable Testing and Evaluation Platform
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing / Sep 05, 2014
Christoforaki, M., & Ipeirotis, P. (2014). STEP: A Scalable Testing and Evaluation Platform. Proceedings of the AAAI Conference on Human Computation and Crowdsourcing, 2, 41–49. https://doi.org/10.1609/hcomp.v2i1.13159
The Impact of the Sarbanes-Oxley (SOX) Act on Information Security
Information Security and Ethics / Jan 01, 2008
Mishra, S., & Dhillon, G. (2008). The Impact of the Sarbanes-Oxley (SOX) Act on Information Security. Information Security and Ethics, 2545–2560. https://doi.org/10.4018/978-1-59904-937-3.ch170
The Good, the Bad, and the Unhirable: Recommending Job Applicants in Online Labor Markets
Management Science / Mar 08, 2023
Kokkodis, M., & Ipeirotis, P. G. (2023). The Good, the Bad, and the Unhirable: Recommending Job Applicants in Online Labor Markets. Management Science. https://doi.org/10.1287/mnsc.2023.4690
Demand-Aware Career Path Recommendations: A Reinforcement Learning Approach
Management Science / Jul 01, 2021
Kokkodis, M., & Ipeirotis, P. G. (2021). Demand-Aware Career Path Recommendations: A Reinforcement Learning Approach. Management Science, 67(7), 4362–4383. https://doi.org/10.1287/mnsc.2020.3727
Modeling Consumer Footprints on Search Engines: An Interplay with Social Media
Management Science / Mar 01, 2019
Ghose, A., Ipeirotis, P. G., & Li, B. (2019). Modeling Consumer Footprints on Search Engines: An Interplay with Social Media. Management Science, 65(3), 1363–1385. https://doi.org/10.1287/mnsc.2017.2991
Statistical considerations for crowdsourced perceptual ratings of human speech productions
Journal of Applied Statistics / Nov 14, 2018
Fernández, D., Harel, D., Ipeirotis, P., & McAllister, T. (2018). Statistical considerations for crowdsourced perceptual ratings of human speech productions. Journal of Applied Statistics, 46(8), 1364–1384. https://doi.org/10.1080/02664763.2018.1547692
Cost-Effective Quality Assurance in Crowd Labeling
Information Systems Research / Mar 01, 2017
Wang, J., Ipeirotis, P. G., & Provost, F. (2017). Cost-Effective Quality Assurance in Crowd Labeling. Information Systems Research, 28(1), 137–158. https://doi.org/10.1287/isre.2016.0661
Reputation Transferability in Online Labor Markets
Management Science / Jun 01, 2016
Kokkodis, M., & Ipeirotis, P. G. (2016). Reputation Transferability in Online Labor Markets. Management Science, 62(6), 1687–1706. https://doi.org/10.1287/mnsc.2015.2217
Searching Digital Libraries
Encyclopedia of Database Systems / Jan 01, 2016
Ipeirotis, P. G. (2016). Searching Digital Libraries. Encyclopedia of Database Systems, 1–4. https://doi.org/10.1007/978-1-4899-7993-3_327-2
A system for scalable and reliable technical-skill testing in online labor markets
Computer Networks / Oct 01, 2015
Christoforaki, M., & Ipeirotis, P. G. (2015). A system for scalable and reliable technical-skill testing in online labor markets. Computer Networks, 90, 110–120. https://doi.org/10.1016/j.comnet.2015.05.020
Beat the Machine
Journal of Data and Information Quality / Mar 04, 2015
Attenberg, J., Ipeirotis, P., & Provost, F. (2015). Beat the Machine. Journal of Data and Information Quality, 6(1), 1–17. https://doi.org/10.1145/2700832
Getting More for Less
Proceedings of the 24th International Conference on World Wide Web / May 18, 2015
Kobren, A., Tan, C. H., Ipeirotis, P., & Gabrilovich, E. (2015). Getting More for Less. Proceedings of the 24th International Conference on World Wide Web. https://doi.org/10.1145/2736277.2741681
Hiring Behavior Models for Online Labor Markets
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining / Feb 02, 2015
Kokkodis, M., Papadimitriou, P., & Ipeirotis, P. G. (2015). Hiring Behavior Models for Online Labor Markets. Proceedings of the Eighth ACM International Conference on Web Search and Data Mining. https://doi.org/10.1145/2684822.2685299
Introduction to the Special Issue on EC’12
ACM Transactions on Economics and Computation / Mar 27, 2015
Leyton-Brown, K., & Ipeirotis, P. (Eds.). (2015). Introduction to the Special Issue on EC’12. ACM Transactions on Economics and Computation, 3(1), 1–2. https://doi.org/10.1145/2742678
The Dynamics of Micro-Task Crowdsourcing
Proceedings of the 24th International Conference on World Wide Web / May 18, 2015
Difallah, D. E., Catasta, M., Demartini, G., Ipeirotis, P. G., & Cudré-Mauroux, P. (2015). The Dynamics of Micro-Task Crowdsourcing. Proceedings of the 24th International Conference on World Wide Web. https://doi.org/10.1145/2740908.2744109
Examining the Impact of Ranking on Consumer Behavior and Search Engine Revenue
Management Science / Jul 01, 2014
Ghose, A., Ipeirotis, P. G., & Li, B. (2014). Examining the Impact of Ranking on Consumer Behavior and Search Engine Revenue. Management Science, 60(7), 1632–1654. https://doi.org/10.1287/mnsc.2013.1828
Quizz
Proceedings of the 23rd international conference on World wide web / Apr 07, 2014
Ipeirotis, P. G., & Gabrilovich, E. (2014). Quizz. Proceedings of the 23rd International Conference on World Wide Web. https://doi.org/10.1145/2566486.2567988
Trust, but verify
Proceedings of the 7th ACM international conference on Web search and data mining / Feb 24, 2014
Tan, C. H., Agichtein, E., Ipeirotis, P., & Gabrilovich, E. (2014). Trust, but verify. Proceedings of the 7th ACM International Conference on Web Search and Data Mining. https://doi.org/10.1145/2556195.2556227
Repeated labeling using multiple noisy labelers
Data Mining and Knowledge Discovery / Mar 16, 2013
Ipeirotis, P. G., Provost, F., Sheng, V. S., & Wang, J. (2013). Repeated labeling using multiple noisy labelers. Data Mining and Knowledge Discovery, 28(2), 402–441. https://doi.org/10.1007/s10618-013-0306-1
Have you done anything like that?
Proceedings of the sixth ACM international conference on Web search and data mining / Feb 04, 2013
Kokkodis, M., & Ipeirotis, P. G. (2013). Have you done anything like that? Proceedings of the Sixth ACM International Conference on Web Search and Data Mining. https://doi.org/10.1145/2433396.2433450
Answering General Time-Sensitive Queries
IEEE Transactions on Knowledge and Data Engineering / Feb 01, 2012
Dakka, W., Gravano, L., & Ipeirotis, P. (2012). Answering General Time-Sensitive Queries. IEEE Transactions on Knowledge and Data Engineering, 24(2), 220–235. https://doi.org/10.1109/tkde.2010.187
Relevance-Based Retrieval on Hidden-Web Text Databases without Ranking Support
IEEE Transactions on Knowledge and Data Engineering / Oct 01, 2011
Hristidis, V., Hu, Y., & Ipeirotis, P. (2011). Relevance-Based Retrieval on Hidden-Web Text Databases without Ranking Support. IEEE Transactions on Knowledge and Data Engineering, 23(10), 1555–1568. https://doi.org/10.1109/tkde.2010.183
A demo search engine for products
Proceedings of the 20th international conference companion on World wide web / Mar 28, 2011
Li, B., Ghose, A., & Ipeirotis, P. G. (2011). A demo search engine for products. Proceedings of the 20th International Conference Companion on World Wide Web. https://doi.org/10.1145/1963192.1963297
Crowdsourcing using Mechanical Turk
Proceedings of the 8th International Workshop on Information Integration on the Web: in conjunction with WWW 2011 / Mar 28, 2011
Ipeirotis, P. (2011). Crowdsourcing using Mechanical Turk. Proceedings of the 8th International Workshop on Information Integration on the Web: In Conjunction with WWW 2011. https://doi.org/10.1145/1982624.1982625
Managing crowdsourced human computation
Proceedings of the 20th international conference companion on World wide web / Mar 28, 2011
Ipeirotis, P. G., & Paritosh, P. K. (2011). Managing crowdsourced human computation. Proceedings of the 20th International Conference Companion on World Wide Web. https://doi.org/10.1145/1963192.1963314
The computer is the new sewing machine
Proceedings of the 20th international conference companion on World wide web / Mar 28, 2011
Paritosh, P., Ipeirotis, P., Cooper, M., & Suri, S. (2011). The computer is the new sewing machine. Proceedings of the 20th International Conference Companion on World Wide Web. https://doi.org/10.1145/1963192.1963335
Towards a theory model for product search
Proceedings of the 20th international conference on World wide web / Mar 28, 2011
Li, B., Ghose, A., & Ipeirotis, P. G. (2011). Towards a theory model for product search. Proceedings of the 20th International Conference on World Wide Web. https://doi.org/10.1145/1963405.1963453
A report on the human computation workshop (HComp 2009)
ACM SIGKDD Explorations Newsletter / May 27, 2010
Ipeirotis, P. G., Chandrasekar, R., & Bennett, P. (2010). A report on the human computation workshop (HComp 2009). ACM SIGKDD Explorations Newsletter, 11(2), 80–83. https://doi.org/10.1145/1809400.1809416
Improving product search with economic theory
2010 IEEE 26th International Conference on Data Engineering Workshops (ICDEW 2010) / Mar 01, 2010
Li, B., Ipeirotis, P. G., & Ghose, A. (2010). Improving product search with economic theory. 2010 IEEE 26th International Conference on Data Engineering Workshops (ICDEW 2010). https://doi.org/10.1109/icdew.2010.5452727
The 4<sup>th</sup> International Workshop on Ranking in Databases (DBRank'10)
2010 IEEE 26th International Conference on Data Engineering Workshops (ICDEW 2010) / Jan 01, 2010
The 4<sup>th</sup> International Workshop on Ranking in Databases (DBRank’10). (2010). 2010 IEEE 26th International Conference on Data Engineering Workshops (ICDEW 2010). https://doi.org/10.1109/icdew.2010.5452774
Ranked queries over sources with Boolean query interfaces without ranking support
2010 IEEE 26th International Conference on Data Engineering (ICDE 2010) / Jan 01, 2010
Hristidis, V., Hu, Y., & Ipeirotis, P. G. (2010). Ranked queries over sources with Boolean query interfaces without ranking support. 2010 IEEE 26th International Conference on Data Engineering (ICDE 2010). https://doi.org/10.1109/icde.2010.5447918
Using games to improve productivity in software engineering
Proceedings of the ACM SIGKDD Workshop on Human Computation / Jul 25, 2010
Smith, R. (2010). Using games to improve productivity in software engineering. Proceedings of the ACM SIGKDD Workshop on Human Computation. https://doi.org/10.1145/1837885.1837887
A quality-aware optimizer for information extraction
ACM Transactions on Database Systems / Apr 01, 2009
Jain, A., & Ipeirotis, P. G. (2009). A quality-aware optimizer for information extraction. ACM Transactions on Database Systems, 34(1), 1–48. https://doi.org/10.1145/1508857.1508862
Building query optimizers for information extraction
ACM SIGMOD Record / Mar 20, 2009
Jain, A., Ipeirotis, P., & Gravano, L. (2009). Building query optimizers for information extraction. ACM SIGMOD Record, 37(4), 28–34. https://doi.org/10.1145/1519103.1519108
Modeling volatility in prediction markets
Proceedings of the 10th ACM conference on Electronic commerce / Jul 06, 2009
Archak, N., & Ipeirotis, P. G. (2009). Modeling volatility in prediction markets. Proceedings of the 10th ACM Conference on Electronic Commerce. https://doi.org/10.1145/1566374.1566414
Query by document
Proceedings of the Second ACM International Conference on Web Search and Data Mining / Feb 09, 2009
Yang, Y., Bansal, N., Dakka, W., Ipeirotis, P., Koudas, N., & Papadias, D. (2009). Query by document. Proceedings of the Second ACM International Conference on Web Search and Data Mining. https://doi.org/10.1145/1498759.1498806
Taxonomy Design
Dynamic Taxonomies and Faceted Search / Jan 01, 2009
Dakka, W., Ipeirotis, P., & Sacco, G. M. (2009). Taxonomy Design. The Information Retrieval Series, 175–213. https://doi.org/10.1007/978-3-642-02359-0_7
The EconoMining project at NYU: Studying the economic value of user-generated content on the internet
Journal of Revenue and Pricing Management / Mar 01, 2009
Ghose, A., & Ipeirotis, P. (2009). The EconoMining project at NYU: Studying the economic value of user-generated content on the internet. Journal of Revenue and Pricing Management, 8(2–3), 241–246. https://doi.org/10.1057/rpm.2008.56
Automatic Extraction of Useful Facet Hierarchies from Text Databases
2008 IEEE 24th International Conference on Data Engineering / Apr 01, 2008
Dakka, W., & Ipeirotis, P. G. (2008). Automatic Extraction of Useful Facet Hierarchies from Text Databases. 2008 IEEE 24th International Conference on Data Engineering. https://doi.org/10.1109/icde.2008.4497455
Answering general time sensitive queries
Proceedings of the 17th ACM conference on Information and knowledge management / Oct 26, 2008
Dakka, W., Gravano, L., & Ipeirotis, P. G. (2008). Answering general time sensitive queries. Proceedings of the 17th ACM Conference on Information and Knowledge Management. https://doi.org/10.1145/1458082.1458320
Classification-aware hidden-web text database selection
ACM Transactions on Information Systems / Mar 01, 2008
Ipeirotis, P. G., & Gravano, L. (2008). Classification-aware hidden-web text database selection. ACM Transactions on Information Systems, 26(2), 1–66. https://doi.org/10.1145/1344411.1344412
Modeling and managing changes in text databases
ACM Transactions on Database Systems / Aug 01, 2007
Ipeirotis, P. G., Ntoulas, A., Cho, J., & Gravano, L. (2007). Modeling and managing changes in text databases. ACM Transactions on Database Systems, 32(3), 14. https://doi.org/10.1145/1272743.1272744
Show me the money!
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining / Aug 12, 2007
Archak, N., Ghose, A., & Ipeirotis, P. G. (2007). Show me the money! Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. https://doi.org/10.1145/1281192.1281202
TOIS reviewers January 2006 through May 2007
ACM Transactions on Information Systems / Oct 01, 2007
Marchionini, G. (Ed.). (2007). TOIS reviewers January 2006 through May 2007. ACM Transactions on Information Systems, 25(4), 15. https://doi.org/10.1145/1281485.1281486
Towards a query optimizer for text-centric tasks
ACM Transactions on Database Systems / Nov 01, 2007
Ipeirotis, P. G., Agichtein, E., Jain, P., & Gravano, L. (2007). Towards a query optimizer for text-centric tasks. ACM Transactions on Database Systems, 32(4), 21. https://doi.org/10.1145/1292609.1292611
To search or to crawl?
Proceedings of the 2006 ACM SIGMOD international conference on Management of data / Jun 27, 2006
Ipeirotis, P. G., Agichtein, E., Jain, P., & Gravano, L. (2006). To search or to crawl? Proceedings of the 2006 ACM SIGMOD International Conference on Management of Data. https://doi.org/10.1145/1142473.1142504
Automatic construction of multifaceted browsing interfaces
Proceedings of the 14th ACM international conference on Information and knowledge management / Oct 31, 2005
Dakka, W., Ipeirotis, P. G., & Wood, K. R. (2005). Automatic construction of multifaceted browsing interfaces. Proceedings of the 14th ACM International Conference on Information and Knowledge Management. https://doi.org/10.1145/1099554.1099738
Modeling and Managing Content Changes in Text Databases
21st International Conference on Data Engineering (ICDE'05)
Ipeirotis, P. G., Ntoulas, A., Junghoo Cho, & Gravano, L. (n.d.). Modeling and Managing Content Changes in Text Databases. 21st International Conference on Data Engineering (ICDE’05). https://doi.org/10.1109/icde.2005.91
Reputation premiums in electronic peer-to-peer markets
Proceeding of the 2005 ACM SIGCOMM workshop on Economics of peer-to-peer systems - P2PECON '05 / Jan 01, 2005
Ghose, A., Ipeirotis, P. G., & Sundararajan, A. (2005). Reputation premiums in electronic peer-to-peer markets. Proceeding of the 2005 ACM SIGCOMM Workshop on Economics of Peer-to-Peer Systems - P2PECON ’05. https://doi.org/10.1145/1080192.1080207
QProber
ACM Transactions on Information Systems / Jan 01, 2003
Gravano, L., Ipeirotis, P. G., & Sahami, M. (2003). QProber. ACM Transactions on Information Systems, 21(1), 1–41. https://doi.org/10.1145/635484.635485
Text joins in an RDBMS for web data integration
Proceedings of the twelfth international conference on World Wide Web - WWW '03 / Jan 01, 2003
Gravano, L., Ipeirotis, P. G., Koudas, N., & Srivastava, D. (2003). Text joins in an RDBMS for web data integration. Proceedings of the Twelfth International Conference on World Wide Web - WWW ’03. https://doi.org/10.1145/775152.775166
Distributed Search over the Hidden Web
VLDB '02: Proceedings of the 28th International Conference on Very Large Databases / Jan 01, 2002
Ipeirotis, P. G., & Gravano, L. (2002). Distributed Search over the Hidden Web. VLDB ’02: Proceedings of the 28th International Conference on Very Large Databases, 394–405. https://doi.org/10.1016/b978-155860869-6/50042-1
Probe, count, and classify
ACM SIGMOD Record / May 01, 2001
Ipeirotis, P. G., Gravano, L., & Sahami, M. (2001). Probe, count, and classify. ACM SIGMOD Record, 30(2), 67–78. https://doi.org/10.1145/376284.375671
PERSIVAL demo
Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries / Jan 01, 2001
Ipeirotis, P. G., Gravano, L., & Sahami, M. (2001). PERSIVAL demo. Proceedings of the 1st ACM/IEEE-CS Joint Conference on Digital Libraries. https://doi.org/10.1145/379437.379782
SDLIP + STARTS = SDARTS a protocol and toolkit for metasearching
Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries / Jan 01, 2001
Green, N., Ipeirotis, P. G., & Gravano, L. (2001). SDLIP + STARTS = SDARTS a protocol and toolkit for metasearching. Proceedings of the 1st ACM/IEEE-CS Joint Conference on Digital Libraries. https://doi.org/10.1145/379437.379496
Modeling Volatility in Prediction Markets
SSRN Electronic Journal / Jan 01, 2008
Archak, N., & Ipeirotis, P. G. (2008). Modeling Volatility in Prediction Markets. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.1268442
The Dimensions of Reputation in Electronic Markets
SSRN Electronic Journal / Jan 01, 2009
Ghose, A., Ipeirotis, P. G., & Sundararajan, A. (2009). The Dimensions of Reputation in Electronic Markets. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.885568
Education
Columbia University
PhD, Computer Science / August, 2004
University of Patras
Diploma in Engineering, Computer Engineering and Informatics / July, 1999
Experience
New York University Stern School of Business
Professor / September, 2004 — Present
Compass
Distinguished Scientist / April, 2019 — May, 2022
Google Inc
Visiting Scientist / February, 2013 — September, 2014
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