1. 2016
  2. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  3. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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

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

    Research output: Book/ReportBook editingScientificpeer-review

  5. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  6. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  7. 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

  8. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  9. 2017
  10. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  11. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  12. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  13. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  14. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  15. Crowd Knowledge Creation Acceleration

    Yang, J., 2017, 293 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  16. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  17. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  18. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  19. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  20. 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, 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  21. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  22. Memorability of Semantically Grouped Online Reviews

    Ye, M., Lofi, C. & Tintarev, N., 2017, SEMANTiCS. 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  23. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  24. Presenting Challenging Recommendations: Making Diverse News Acceptable

    Tintarev, N., 2017, FATREC Workshop on Responsible Recommendation at Recsys'17. 4 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  25. 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

  26. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  27. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  28. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  29. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  30. 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

  31. 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

  32. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  33. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  34. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  35. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  36. 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, p. 321-336 16 p. (Lecture Notes in Computer Science; vol. 10249).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  37. 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

  38. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  39. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  40. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  41. Semantic Query Processing: Estimating Relational Purity

    Kalo, J-C., Lofi, C., Maseli, R. P. & Balke, W-T., 1 Sep 2017, LWDA 2017 Lernen Wissen Daten Analysen 2017: Lernen, Wissen, Daten, Analysen (LWDA) Conference Proceedings. Leyer, M. (ed.). Rostock, Germany: CEUR-WS, p. 113-124 12 p. (CEUR Workshop Proceedings; vol. 1917).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  42. How can Gamification Improve MOOC Student Engagement?

    Khalil, M., Ebner, M. & Admiraal, W., 4 Oct 2017, 11th European Conference on Game Based Learning (ECGBL 2017). Pivec, M. & Grundler, J. (eds.). New York: Curran Associates, Inc., Vol. 1. p. 819-828 10 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  43. How Inverse Blended Learning can Turn Up Learning with MOOCs?

    Ebner, M., Khalil, M., Schön, S., Gütl, C., Aschemann, B., Frei, W. & Röthler, D., Nov 2017, MOOC-MAKER 2017: Proceedings of the International Conference MOOC-MAKER 2017. Rizzardini, R. H. & Amado-Salvatierra, H. R. (eds.). p. 21-30 10 p. (CEUR Workshop Proceedings; vol. 1993).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  44. Interacting Attention-gated Recurrent Networks for Recommendation

    Pei, W., Yang, J., Sun, Z., Zhang, J., Bozzon, A. & Tax, D., Nov 2017, CIKM'17 Proceedings of the 2017 ACM Conference on Information and Knowledge Management. New York: Association for Computing Machinery (ACM), p. 1459-1468 10 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  45. Perceptual Perspectives for Experience Items: Representation and Query Processing

    Lofi, C. & Torre, M. V., Nov 2017, p. 1-1.

    Research output: Contribution to conferenceAbstractScientific

  46. 2018
  47. A Convolutional Neural Network-Based Model for Predicting The Perceived Attractiveness of Urban Places

    Psyllidis, A. & Choiri, H. H., 2018, p. 1-1. 1 p.

    Research output: Contribution to conferenceAbstractScientific

  48. A Diversity Adjusting Strategy with Personality for Music Recommendation

    Lu, F. & Tintarev, N., 2018, Proceedings of the 5th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems. Brusilovsky, P., de Gemmis, M., Felfernig, A., Lops, P., O'Donovan, J., Semeraro, G. & Willemsen, M. C. (eds.). CEUR, p. 7-14 8 p. (CEUR Workshop Proceedings; vol. 2225).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  49. A Human in the Loop Approach to Capture Bias and Support Media Scientists in News Video Analysis

    Mavridis, P., Jong, M. D., Aroyo, L., Bozzon, A., Vos, J. D., Oomen, J., Dimitrova, A. & Badenoch, A., 2018, Proceedings of the 1st Workshop on Subjectivity, Ambiguity and Disagreement in Crowdsourcing, and Short Paper Proceedings of the 1st Workshop on Disentangling the Relation Between Crowdsourcing and Bias Management. Aroyo, L., Dumitrache, A., Paritosh, P., Quinn, A., Welty, C., Checco, A., Demartini, G., Gadiraju, U. & Sarasua, C. (eds.). CEUR, Vol. 2276. p. 88-92 5 p. 11. (CEUR Workshop Proceedings; vol. 2276).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  50. A data-driven approach for optimal design of integrated air quality monitoring network in a chemical cluster

    Zhu, Z., Chen, B., Qiu, S., Wang, R., Wang, Y., Ma, L. & Qiu, X., 2018, In : Royal Society Open Science. 5, 9, p. 1-21 21 p., 180889.

    Research output: Contribution to journalArticleScientificpeer-review

  51. A time-varying p-median model for location-allocation analysis

    Sharifi Noorian, S., Psyllidis, A. & Bozzon, A., 2018, 21st Conference on Geo-Information Science (AGILE 2018). Lund, Sweden, p. 1-5 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  52. A unified architecture for integrating energy harvesting IoT devices with the Mobile Edge Cloud

    Balasubramanian, V., Kouvelas, N., Chandra, K., Prasad, RV., Voyiatzis, A. G. & Liu, W., 2018, 2018 IEEE 4th World Forum on Internet of Things (WF-IoT). p. 13-18 6 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  53. A user modeling pipeline for studying polarized political events in social media

    Napoli, R., Ertugrul, A. M., Bozzon, A. & Brambilla, M., 2018, Current Trends in Web Engineering - ICWE 2018 International Workshops, MATWEP, EnWot, KD-WEB, WEOD, TourismKG, 2018, Revised Selected Papers. Pautasso, C., Systä, K., Rodriguez, J. M. M. & Sanchez-Figueroa, F. (eds.). Cham: Springer, p. 101-114 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11153 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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