1. 2016
  2. Using social media to reveal social and collective perspectives on music

    Iren, D., Liem, C. C. S., Yang, J. & Bozzon, A., 2016, WebSci '16: Proceedings of the 8th ACM Conference on Web Science. New York, NY: Association for Computing Machinery (ACM), p. 296-300 5 p.

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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 2017
  17. BlockJoin: Efficient Matrix Partitioning Through Joins

    Kunft, A., Katsifodimos, A., Schelter, S., Rabl, T. & Markl, V., 2017, Proceedings of the VLDB Endowment: Proceedings of the 43rd International Conference on Very Large Data Bases. Boncz, P. & Salem, K. (eds.). VLDB Endowment, p. 2061-2072 12 p. (Proceedings of the VLDB Endowment; vol. 10, no. 13).

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

  18. Buying time: Enabling learners to become earners with a real-world paid task recommender system

    Chen, G., Davis, D. J., Krause, M., Hauff, C. & Houben, G-J., 2017, LAK 2017 Conference Proceedings of the 7th International Learning Analytics and Knowledge Conference. New York, NY: Association for Computing Machinery (ACM), p. 578-579 2 p.

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

  19. Certificate Achievement Unlocked: How Does MOOC Learners' Behaviour Change?

    Zhao, Y., Davis, D., Chen, G., Lofi, C., Hauff, C. & Houben, G-J., 2017, Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization, UMAP 2017. New York, NY: Association for Computing Machinery (ACM), p. 83-88 6 p.

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

  20. Chancen und Grenzen von Learning Analytics: Projektergebnisse bzgl. der automatischen Datenerhebung

    Ebner, M. & Khalil, M., 2017, Austria: Verlag Mayer. 13 p.

    Research output: Book/ReportReportScientific

  21. Chatbots as conversational recommender systems in urban contexts

    Kucherbaev, P., Psyllidis, A. & Bozzon, A., 2017, CitRec '17 Proceedings of the International Workshop on Citizens for Recommender Systems. New York: Association for Computing Machinery (ACM), p. 1-2 2 p. 6

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

  22. Clarity is a worthwhile quality: On the role of task clarity in microtask crowdsourcing

    Gadiraju, U., Yang, J. & Bozzon, A., 2017, HT'17 Proceedings of the 28th ACM Conference on Hypertext and Social Media. New York: Association for Computing Machinery (ACM), p. 5-14 10 p.

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

  23. Crowd Knowledge Creation Acceleration

    Yang, J., 2017, 293 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  24. 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

  25. 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

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. Making Money Using Math

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

    Research output: Contribution to journalArticleScientificpeer-review

  32. Memorability of Semantically Grouped Online Reviews

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

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

  33. 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

  34. 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

  35. 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

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. Follow the successful crowd: Raising MOOC completion rates through social comparison at scale

    Davis, D. J., Jivet, I., Kizilcec, R. F., Chen, G., Hauff, C. & Houben, G. J., 13 Mar 2017, LAK 2017 Conference Proceedings of the 7th International Learning Analytics and Knowledge Conference. New York, NY: Association for Computing Machinery (ACM), p. 454-463 10 p.

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

  47. Making Money Using Math

    Meijer, E., 1 Apr 2017, In : Communications of the ACM. 60, 5, p. 36-42 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  48. Semantic Annotation of Data Processing Pipelines in Scientific Publications

    Mesbah, S., Fragkeskos, K., Lofi, C., Bozzon, A. & Houben, G-J., 16 May 2017, The Semantic Web: 14th International Conference, ESWC 2017, Proceedings Part 1. Blomqvist, E., Maynard, D., Gangemi, A., Hoekstra, R., Hitzler, P. & Hartig, O. (eds.). Cham: Springer International Publishing AG, p. 321-336 16 p. (Lecture Notes in Computer Science; vol. 10249).

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

  49. Introduction to the Special Issue on Big Personal Data in Interactive Intelligent Systems

    Cena, F., Gena, C., Houben, G. J. & Strohmaier, M., 1 Jul 2017, In : ACM Transactions on Interactive Intelligent Systems. 7, 2, 6.

    Research output: Contribution to journalReview articleScientificpeer-review

  50. Measuring student behaviour dynamics in a large interactive classroom setting

    Triglianos, V., Praharaj, S., Pautasso, C., Bozzon, A. & Hauff, C., 9 Jul 2017, Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, UMAP 2017. New York, NY: Association for Computing Machinery (ACM), p. 212-220 9 p.

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

  51. Nudge your Workforce: A Study on the Effectiveness of Task Notification Strategies in Enterprise Mobile Crowdsourcing

    Bashirieh, S., Mesbah, S., Redi, J., Bozzon, A., Szlávik, Z. & Sips, R. J., 9 Jul 2017, Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, UMAP 2017. New York, NY: Association for Computing Machinery (ACM), p. 4-12 9 p.

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

  52. CitRec 2017: International Workshop on Recommender Systems for Citizens

    Yang, J., Sun, Z., Bozzon, A., Zhang, J. & Larson, M., 27 Aug 2017, Proceedings of the 11th ACM Conference on Recommender Systems, RecSys 2017. New York: Association for Computing Machinery (ACM), p. 388-389 2 p.

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

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