1. 2017
  2. Describing Data Processing Pipelines in Scientific Publications for Big Data Injection

    Mesbah, S., Bozzon, A., Lofi, C. & Houben, G-J., 2017, SWM'17 Proceedings of the 1st Workshop on Scholary Web Mining. Cambridge, UK: Association for Computing Machinery (ACM), p. 1-8 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  3. Enabling Real-Time Adaptivity in MOOCs with a Personalized Next-Step Recommendation Framework

    Pardos, Z. A., Tang, S., Davis, D. & Vu Le, C., 2017, L@S'17 Proceedings of the Fourth (2017) ACM Conference on Learning @ Scale. New York, NY: Association for Computing Machinery (ACM), p. 23-32 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  4. Ephemeral Context to Support Robust and Diverse Recommendations

    Kucherbaev, P., Tintarev, N. & Rodriguez, C., 2017, Machine Learning for Music Discovery workshop at ICML'17.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  5. Exploiting both vertical and horizontal dimensions of feature hierarchy for effective recommendation

    Sun, Z., Yang, J., Zhang, J. & Bozzon, A., 2017, Proceedings of the 31st Conference on Artificial Intelligence, AAAI 2017. American Association for Artificial Intelligence (AAAI), p. 189-195 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  6. Exploring the Query Halo Effect in Site Search: Leading People to Longer Queries

    Hiemstra, D., Hauff, C. & Azzopardi, L., 2017, SIGIR '17 Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. Kando, N., Sakai, T. & Joho, H. (eds.). New York: Association for Computing Machinery (ACM), p. 981-984 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  7. Facet Embeddings for Explorative Analytics in Digital Libraries

    Mesbah, S., Fragkeskos, K., Lofi, C., Bozzon, A. & Houben, G. J., 2017, Research and Advanced Technology for Digital Libraries: 21st International Conference on Theory and Practice of Digital Libraries, TPDL 2017, Proceedings. Kamps, J., Tsakonas, G., Manolopoulos, Y., Iliadis, L. & Karydis, I. (eds.). Springer Verlag, p. 86-99 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10450 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  8. MRLR: Multi-level representation learning for personalized ranking in recommendation

    Sun, Z., Yang, J., Zhang, J., Bozzon, A., Chen, Y. & Xu, C., 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 2807-2813 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  9. Making Money Using Math

    Meijer, E., 2017, In : ACM Queue. 15, 1, p. 10 1 p.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Memorability of Semantically Grouped Online Reviews

    Ye, M., Lofi, C. & Tintarev, N., 2017, SEMANTiCS.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  11. On the Prevalence of Multiple-Account Cheating in Massive Open Online Learning: A replicant study

    Bao, Y., Chen, G. & Hauff, C., 2017, Proceedings of the 10th International Conference on Educational Data Mining. Hu, X., Barnes, T., Hershkovitz, A. & Paquette, L. (eds.). International Educational Data Mining Society (IEDMS), p. 262-265 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  12. Presenting Challenging Recommendations: Making Diverse News Acceptable

    Tintarev, N., 2017, FATREC Workshop on Responsible Recommendation at Recsys'17.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  13. Proceedings of the 3rd International Workshop on Knowledge Discovery on the WEB (KDWeb): KDWeb 2017

    Armano, G. (ed.), Bozzon, A. (ed.), Cristani, M. (ed.) & Giuliani, A. (ed.), 2017, CEUR-WS.org. (CEUR Workshop Proceedings)

    Research output: Book/ReportReportScientific

  14. RecSys'17 Joint Workshop on Interfaces and Human Decision Making for Recommender Systems

    Brusilovsky, P., de Gemmis, M., Felfernig, A., Lops, P., O'Donovan, J., Tintarev, N. & Willemsen, M., 2017, Proceedings of the 11th ACM Conference on Recommender Systems, RecSys 2017. New York, NY: Association for Computing Machinery (ACM), p. 384-385 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  15. Recommender systems for citizens: The CitRec'17 workshop manifesto

    Yang, J., Cantador, I., Nurbakova, D., Cortés-Cediel, M. E. & Bozzon, A., 2017, CitRec '17 Proceedings of the International Workshop on Recommender Systems for Citizens. New York: Association for Computing Machinery (ACM), p. 1-4 4 p. a1

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  16. SMASC 2017: First International Workshop on Social Media Analytics for Smart Cities

    Sinha, M., He, X., Bozzon, A., Mannarswamy, S., Murukannaiah, P. & Mukherjee, T., 2017, CIKM'17 Proceedings of the 2017 ACM Conference on Information and Knowledge Management. New York: Association for Computing Machinery (ACM), p. 2567-2568 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  17. Scalable Mind-Wandering Detection for MOOCs: A Webcam-Based Approach

    Zhao, Y., Lofi, C. & Hauff, C., 2017, Data Driven Approaches in Digital Education: 12th European Conference on Technology Enhanced Learning, EC-TEL 2017, Tallinn, Estonia, September 12-15, 2017, Proceedings. Lavoué, E., Drachsler, H., Verbert, K., Broisin, J. & Pérez-Sanagustín, M. (eds.). Cham: Springer, p. 330-344 15 p. (Lecture Notes in Computer Science Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 10474); vol. 10474).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  18. Search as Learning (Dagstuhl Seminar 17092)

    Collins-Thompson, K., Hansen, P., Hauff, C. (ed.), Collins-Thompson, K. (ed.), Hansen, P. & Hauff, C. (ed.), 2017, In : Dagstuhl Reports. 7, 2, p. 135-162 28 p.

    Research output: Contribution to journalArticleScientific

  19. Sequences of Diverse Song Recommendations: An exploratory study in a commercial system

    Tintarev, N., Lofi, C. & Liem, C. C. S., 2017, p. 391-392. 2 p.

    Research output: Contribution to conferenceAbstractScientific

  20. The Treatment of Ties in AP Correlation

    Urbano, J. & Marrero, M., 2017, Proceedings of the 2017 ACM SIGIR International Conference on the Theory of Information Retrieval, ICTIR 2017. New York, NY: Association for Computing Machinery (ACM), p. 321-324 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  21. Towards Analogy-based Recommendation: Benchmarking of Perceived Analogy Semantics

    Lofi, C. & Tintarev, N., 2017, ComplexRec 2017 Recommendation in Complex Scenarios: Proceedings of the RecSys 2017 Workshop on Recommendation in Complex Scenarios. Bogers, T., Koolen, M., Mobasher, B., Said, A. & Tuzhilin, A. (eds.). CEUR-WS, p. 9-13 5 p. (Ceur Workshop Proceedings; vol. 1892).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  22. Why Undergraduates Enroll in MOOCs?

    Khalil, M., 2017, The EMOOCs 2017 HybridEd Workshop. 3 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  23. Workshop on Integrated Learning Analytics of MOOC Post-Course Development

    Wang, Y., Davis, D., Chen, G. & Paquette, L., 2017, LAK 2017 Conference Proceedings of the 7th International Learning Analytics and Knowledge Conference. New York, NY: Association for Computer Machinery, p. 506-507 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  24. 2016
  25. Cutty: Aggregate sharing for user-defined windows

    Carbone, P., Traub, J., Katsifodimos, A., Haridi, S. & Markl, V., 24 Oct 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), Vol. 24-28-October-2016. p. 1201-1210 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  26. Modeling Task Complexity in Crowdsourcing

    Yang, J., Redi, J., DeMartini, G. & Bozzon, A., 1 Oct 2016, Proceedings - 4th AAAI Conference on Human Computation and Crowdsourcing, HCOMP 2016. Austin, TX: American Association for Artificial Intelligence (AAAI), p. 249-258 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  27. Learning Hierarchical Feature Influence for Recommendation by Recursive Regularization

    Yang, J., Sun, Z., Bozzon, A. & Zhang, J., 1 Sep 2016, Proceedings of the 10th ACM Conference on Recommender Systems, RecSys 2016. Boston, MA: Association for Computing Machinery (ACM), p. 51-58 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  28. Proceedings of the 2nd International Workshop on Knowledge Discovery on the Web (KDWeb): KDWeb 2016

    Armano, G. (ed.), Bozzon, A. (ed.), Cristani, M. (ed.) & Giuliani, A. (ed.), 1 Sep 2016, Aachen: CEUR. (CEUR Workshop Proceedings; vol. 1748)

    Research output: Book/ReportBook editingScientific

  29. On the Impact of Personality in Massive Open Online Learning

    Chen, G., Davis, D. J., Hauff, C. & Houben, G. J., 13 Jul 2016, UMAP 2016: Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization. Association for Computing Machinery (ACM), p. 121-130 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  30. Bridging the Gap: Towards optimization across linear and relational Algebra

    Kunft, A., Alexandrov, A., Katsifodimos, A. & Markl, V., 26 Jun 2016, Proceedings of the 3rd ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond, BeyondMR 2016. Association for Computing Machinery (ACM), a1

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  31. Emma in action: Declarative Dataflows for scalable data analysis

    Alexandrov, A., Salzmann, A., Krastev, G., Katsifodimos, A. & Markl, V., 26 Jun 2016, SIGMOD 2016 - Proceedings of the 2016 International Conference on Management of Data. Association for Computing Machinery (ACM), Vol. 26-June-2016. p. 2073-2076 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  32. Gauging MOOC Learners' Adherence to the Designed Learning Path

    Davis, D., Chen, G., Hauff, C. & Houben, G-J., 1 Jun 2016, Proceedings of the 9th International Conference on Educational Data Mining, EDM 2016. Barnes, T., Chi, M. & Feng, M. (eds.). International Educational Data Mining Society (IEDMS), p. 54-61 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  33. Web Engineering: 16th International Conference, ICWE 2016, Proceedings

    Bozzon, A. (ed.), Cudré-Mauroux, P. (ed.) & Pautasso, C. (ed.), 1 Jun 2016, Cham: Springer International Publishing. (Lecture Notes in Computer Science; vol. 9671)

    Research output: Book/ReportBook editingScientificpeer-review

  34. Beyond the MOOC platform: Gaining insights about learners from the social web

    Chen, G., Davis, D. J., Lin, J., Hauff, C. & Houben, G. J., 22 May 2016, WebSci 2016: Proceedings of the 8th ACM Conference on Web Science. New York, NY: Association for Computing Machinery (ACM), p. 15-24 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  35. Learning transfer: Does It Take Place in MOOCs? An Investigation into the Uptake of Functional Programming in Practice

    Chen, G., Davis, D. J., Hauff, C. & Houben, G. J., 25 Apr 2016, L@S 2016: Proceedings of the 3rd 2016 ACM Conference on Learning @ Scale. New York, NY: Association for Computing Machinery (ACM), p. 409-418 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  36. Encouraging Metacognition & Self-Regulation in MOOCs through Increased Learner Feedback

    Davis, D., Chen, G., Jivet, I., Hauff, C. & Houben, G-J., 1 Apr 2016, LAL 2016 - Learning Analytics for Learners: Proceedings of the LAK 2016 Workshop on Learning Analytics for Learners. Bull, S., Ginon, B. M., Kay, J., Kickmeier-Rust, M. D. & Johnson, M. D. (eds.). CEUR, p. 17-22 6 p. (CEUR Workshop Proceedings; vol. 1596).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  37. Work and Play: An Experiment in Enterprise Gamification

    Stanculescu, L. C., Bozzon, A., Sips, R. J. & Houben, G. J., 27 Feb 2016, Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work and Social Computing, CSCW 2016. New York, NY: Association for Computing Machinery (ACM), Vol. 27. p. 346-358 13 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  38. CroKnow: tructured Crowd Knowledge Creation

    Oosterman, J., Bozzon, A. & Houben, G. J., 2016, Web Engineering - 16th International Conference, ICWE 2016: Proceedings. Bozzon, A., Cudre-Maroux, P. & Pautasso, C. (eds.). Cham: Springer International Publishing, p. 542-546 5 p. (Lecture Notes in Computer Science; vol. 9671).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  39. Decision support framework for opening business data

    Buda, A., Ubacht, J., Janssen, M. & Sips, R. J., 2016, Proceedings of the 16th European Conference on e-Government, ECEG 2016. Academic Conferences, Vol. 2016-January. p. 29-37 9 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  40. Diversity in Urban Social Media Analytics

    Yang, J., Hauff, C., Houben, G. J. & Bolivar, C. T., 2016, Web Engineering - 16th International Conference, ICWE 2016: Proceedings. Bozzon, A., Cudre-Maroux, P. & Pautasso, C. (eds.). Cham: Springer International Publishing, p. 335-353 19 p. (Lecture Notes in Computer Science; vol. 9671).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  41. Inferring Student Attention with ASQ

    Triglianos, V., Pautasso, C., Bozzon, A. & Hauff, C., 2016, Adaptive and Adaptable Learning: 11th European Conference on Technology-Enhanced Learning, EC-TEL 2016. Verbert, K., Sharples, M. & Klobučar, T. (eds.). Cham: Springer International Publishing, p. 306-320 5 p. (Lecture Notes in Computer Science; vol. 9891).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  42. On the Improvement of Quality and Reliability of Trust Cues in Micro-task Crowdsourcing

    Yang, J. & Bozzon, A., 2016, Weaving Relations of Trust in Crowd Work: Transparency and Reputation across Platforms.. TRUSTINCW, p. 1-2 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  43. On the Invitation of Expert Contributors from Online Communities for Knowledge Crowdsourcing Tasks

    Oosterman, J. & Houben, G. J., 2016, Web Engineering - 16th International Conference, ICWE 2016: Proceedings. Bozzon, A., Cudre-Maroux, P. & Pautasso, C. (eds.). Cham: Springer International Publishing, p. 413-421 9 p. (Lecture Notes in Computer Science; vol. 9671).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  44. Opening university education to the world and improving education: Using mooc-based research as a tool for innovation

    van Staalduinen, J-P., Davis, D. & Topolovec, S., 2016, Proceedings of ICERI 2016. Gómez Chova, L., López Martínez, A. & Candel Torres, I. (eds.). IATED International association of technology, education and development

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

  45. Report on ECIR 2016: 38th European Conference on Information Retrieval

    Ferro, N., Crestani, F., Moens, M-F., Mothe, J., Silvestri, F., Kekäläinen, J., Rosso, P., Clough, P., Pasi, G., Lioma, C., Mizzaro, S., Di Nunzio, G. M., Hauff, C., Alonso, O., Serdyukov, P. & Silvello, G., 2016, In : ACM SIGIR Forum. 50, 1, p. 12-27 16 p.

    Research output: Contribution to journalArticleScientific

  46. Retrieval Practice and Study Planning in MOOCs: Exploring Classroom-Based Self-regulated Learning Strategies at Scale

    Davis, D. J., Chen, G., van der Zee, T., Hauff, C. & Houben, G. J., 2016, Adaptive and Adaptable Learning: 11th European Conference on Technology Enhanced Learning, EC-TEL 2016. Verbert, K., Sharples, M. & Klobučar, T. (eds.). Cham: Springer International Publishing, p. 57-71 15 p. (Lecture Notes in Computer Science; vol. 9891).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  47. Search as Learning (SAL) Workshop 2016

    Gwizdka, J., Hansen, P., Hauff, C., He, J. & Kando, N., 2016, Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016. New York, NY: Association for Computing Machinery (ACM), p. 1249-1250 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  48. Social media data analytics for tourism: A preliminary study

    Dhiratara, A., Yang, J., Bozzon, A. & Houben, G. J., 2016, In : CEUR Workshop Proceedings. 1748, p. 1-12 12 p., 12.

    Research output: Contribution to journalArticleScientificpeer-review

  49. Sub-document Timestamping: A Study on the Content Creation Dynamics of Web Documents

    Zhao, Y. & Hauff, C., 2016, Research and Advanced Technology for Digital Libraries: 20th International Conference on Theory and Practice of Digital Libraries, TPDL 2016. Fuhr, N., Kovács, L., Risse, T. & Nejdl, W. (eds.). Cham: Springer International Publishing, p. 203-214 12 p. (Lecture Notes in Computer Science; vol. 9819).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  50. Temporal Query Intent Disambiguation using Time-Series Data

    Zhao, Y. & Hauff, C., 2016, Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016. New York, NY: Association for Computing Machinery (ACM), p. 1017-1020 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  51. Towards Human-Centered Database Query Processing using on Perceptual Properties

    Lofi, C., 2016, p. 1-1. 1 p.

    Research output: Contribution to conferenceAbstractScientific

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