1. 2018
  2. A/B Testing with APONE

    Marrero, M. & Hauff, C., 2018, SIGIR'18: The 41st International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY: Association for Computing Machinery (ACM), p. 1269-1272 4 p.

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

  3. Activating Learning at Scale: A Review of Innovations in Online Learning Strategies

    Davis, D., Chen, G., Hauff, C. & Houben, G-J., 2018, In : Computers & Education. 125, p. 327-344 18 p.

    Research output: Contribution to journalArticleScientificpeer-review

  4. An Extended Chemical Plant Environmental Protection Game on Addressing Uncertainties of Human Adversaries

    Zhu, Z., Chen, B., Qiu, S., Wang, R., Chen, F., Wang, Y. & Qiu, X., 2018, In : International Journal of Environmental Research and Public Health. 15, 4, 609.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Can Learning Analytics Find Success in Didactical Measurements? Results from a MOOC Case Study

    Khalil, M. & Ebner, M., 2018, Digital Workplace Learning: Bridging Formal and Informal Learning with Digital Technologies. Ifenthaler, D. (ed.). Cham: Springer, p. 211-225 15 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  6. CaptureBias: Supporting Media Scholars with Ambiguity-Aware Bias Representation for News Videos

    Jong, M. D., Mavridis, P., 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. 32-40 9 p. 4. (CEUR Workshop Proceedings; vol. 2276).

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

  7. Characterising and Mitigating Aggregation-Bias in Crowdsourced Toxicity Annotations

    Balayn, A., Mavridis, P., Bozzon, A., Timmermans, B. & Szlávik, Z., 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. 67-71 5 p. 7. (CEUR Workshop Proceedings; vol. 2276).

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

  8. Codebook-Based Beamforming Protocols for 5G Millimeter Wave Communications

    Pinangkis, A. D. Y., Chandra, K. & Prasad, R. V., 2018, 5G Networks: Fundamental Requirements, Enabling Technologies, and Operations Management. Al-Dulaimi, A., Wang, X. & Chih-Lin (eds.). Wiley - IEEE Press, p. 275-298 24 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  9. Comparison of Machine Learning Models for Hazardous Gas Dispersion Prediction in Field Cases

    Wang, R., Chen, B., Qiu, S., Zhu, Z., Wang, Y., Wang, Y. & Qiu, X., 2018, In : International Journal of Environmental Research and Public Health. 15, 7, p. 1-19 19 p., 1450.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Concept Focus: Semantic Meta-Data For Describing MOOC Content

    Mesbah, S., Chen, G., Torre, M. V., Bozzon, A., Lofi, C. & Houben, G-J., 2018, Lifelong Technology-Enhanced Learning: 13th European Conference on Technology Enhanced Learning, EC-TEL 2018 - Proceedings. Pammer-Schindler, V., Pérez-Sanagustín, M., Drachsler, H., Elferink, R. & Scheffel, M. (eds.). Cham: Springer, Vol. 11082. p. 467-481 15 p. (Lecture Notes in Computer Science; vol. 11082).

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

  11. Contrasting Search as a Learning Activity with Instructor-designed Learning

    Moraes, F., Rikarno Putra, S. & Hauff, C., 2018, CIKM'18: Proceedings of the 27th ACM International Conference on Information and Knowledge Management. New York, NY: Association for Computing Machinery (ACM), p. 167-176 10 p.

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

  12. Data-driven hazardous gas dispersion modeling using the integration of particle filtering and error propagation detection

    Zhu, Z., Qiu, S., Chen, B., Wang, R. & Qiu, X., 2018, In : International Journal of Environmental Research and Public Health. 15, 8, 17 p., 1640.

    Research output: Contribution to journalArticleScientificpeer-review

  13. Debugging Data Flows in Reactive Programs

    Banken, H., Meijer, E. & Gousios, G., 2018, Proceedings of the 40th International Conference on Software Engineering, ICSE 2018. New York, NY: Association for Computing Machinery (ACM)

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

  14. Digitally Scaffolding Debate in the Classroom.

    Holzer, A., Tintarev, N., Bendahan, S., Kocher, B., Greenup, S. & Gillet, D., 2018, Proceedings of the 2018 CHI Conference Extended Abstracts on Human Factors in Computing Systems.. 6 p.

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

  15. Effective crowdsourced generation of training data for chatbots natural language understanding

    Bapat, R., Kucherbaev, P. & Bozzon, A., 2018, Web Engineering - 18th International Conference, ICWE 2018, Proceedings. Springer, p. 114-128 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10845 LNCS).

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

  16. Effects of Individual Traits on Diversity-aware Music Recommender User Interfaces

    Jin, Y., Tintarev, N. & Verbert, K., 2018, UMAP'18: Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization. New York: Association for Computing Machinery (ACM), p. 291-299 9 p.

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

  17. Effects of Personal Characteristics on Music Recommender Systems with Different Levels of Controllability

    Jin, Y., Tintarev, N. & Verbert, K., 2018, RecSys '18 : Proceedings of the 12th ACM Conference on Recommender Systems. New York, NY: Association for Computer Machinery, p. 13-21 9 p.

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

  18. Enterprise Crowd Computing for Human Aided Chatbots

    Bozzon, A., 2018, Proceedings of the 1st International Workshop on Software Engineering for Cognitive Services. New York, NY: Association for Computing Machinery (ACM), p. 29-30 2 p.

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

  19. Evaluating Crowdworkers as a Proxy for Online Learners in Video-Based Learning Contexts

    Davis, D., Hauff, C. & Houben, G-J., 2018, In : ACM Proceedings on Human-Computer Interaction. 2, CSCW, p. 1-16 16 p., 42.

    Research output: Contribution to journalArticleScientificpeer-review

  20. Explaining Credibility in News Articles using Cross-Referencing

    Bountouridis, D., Marrero Llinares, M., Tintarev, N. & Hauff, C., 2018, (Submitted) SIGIR workshop on ExplainAble Recommendation and Search (EARS).

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

  21. Explanations for Groups

    Felfernig, A., Tintarev, N., Tran, T. N. T. & Stettinger, M., 2018, Group Recommender Systems. Cham: Springer, p. 105-126 22 p. (SpringerBriefs in Electrical and Computer Engineering).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  22. Feature Engineering for Second Language Acquisition Modeling

    Chen, G., Hauff, C. & Houben, G-J., 2018, Proceedings of the 13th Workshop on Innovative Use of NLP for Building Educational Applications. Tetreault, J., Burstein, J., Kochmar, E., Leacock, C. & Yannakoudakis, H. (eds.). p. 356-364 9 p.

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

  23. From Learners to Earners: Enabling MOOC Learners to Apply Their Skills and Earn Money in an Online Market Place

    Chen, G., Davis, D., Krause, M., Aivaloglou, E., Hauff, C. & Houben, G-J., 2018, In : IEEE Transactions on Learning Technologies. 11, 2, p. 264-274 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  24. Gamifying higher education: Enhancing learning with mobile game app

    Zafar, F., Wong, J. & Khalil, M., 2018, L@S '18 Proceedings of the Fifth Annual ACM Conference on Learning at Scale. New York, NY: Association for Computing Machinery (ACM), p. 1-3 3 p. 28

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

  25. Generating Consensus Explanations for Group Recommendations: An exploratory study

    Najafian, S. & Tintarev, N., 2018, UMAP '18 Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization. New York, NY: Association for Computer Machinery, p. 245-250 6 p.

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

  26. Hazardous Source Estimation Using an Artificial Neural Network, Particle Swarm Optimization and a Simulated Annealing Algorithm

    Wang, R., Chen, B., Qiu, S., Ma, L., Zhu, Z., Wang, Y. & Qiu, X., 2018, In : Atmosphere. 9, 4, 119.

    Research output: Contribution to journalArticleScientificpeer-review

  27. How Do Crowdworker Communities and Microtask Markets Influence Each Other? A Data-Driven Study on Amazon Mechanical Turk

    Yang, J., van der Valk, C., Hoßfeld, T., Redi, J. & Bozzon, A., 2018, 6th AAAI Conference on Human Computation and Crowdsourcing: HCOMP 2018. Cambridge, MA: American Association for Artificial Intelligence (AAAI), p. 193-202 10 p.

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

  28. Human Aided Bots

    Kucherbaev, P., Bozzon, A. & Houben, G-J., 2018, In : IEEE Internet Computing. 22, 6, p. 36-43 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  29. IntelliEye: Enhancing MOOC Learners' Video Watching Experience with Real-Time Attention Tracking

    Robal, T., Zhao, Y., Lofi, C. & Hauff, C., 2018, HT'18: Proceedings of the 29th on Hypertext and Social Media. New York, NY: Association for Computing Machinery (ACM), p. 106-114 8 p.

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

  30. Knowing the Unknown: Visualising Consumption Blind-Spots in Recommender System

    Tintarev, N., Rostami, S. & Smyth, B., 2018, SAC '18 : Proceedings of the 33rd Annual ACM Symposium on Applied Computing . New York: Association for Computer Machinery, p. 1396-1399 4 p.

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

  31. LearningQ: A Large-scale Dataset for Educational Question Generation

    Chen, G., Yang, J., Hauff, C. & Houben, G-J., 2018, Proceedings of the Twelfth International AAAI Conference on Web and Social Media. Association for the Advancement of Artificial Intelligence (AAAI), p. 481-490 10 p.

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

  32. Leveraging Crowdsourcing Data for Deep Active Learning An Application: Learning Intents in Alexa

    Yang, J., Drake, T., Damianou, A. & Maarek, Y., 2018, Proceedings of the 2018 Worls Wide Web Conference, WWW 2018. Geneva, p. 23-32 10 p.

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

  33. MovieTweeters: An Interactive Interface to Improve Recommendation Novelty

    Ghanmode, I. & 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. 24-31 8 p. (CEUR Workshop Proceedings; vol. 2225).

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

  34. On the Development of a Collaborative Search System

    Rikarno Putra, S., Grashoff, K., Moraes, F. & Hauff, C., 2018, DESIRES 2018 : Proceedings of the First Biennial Conference on Design of Experimental Search Information Retrieval Systems. Alonso, O. & Silvello, G. (eds.). p. 76-82 7 p. 11

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

  35. On the Performance of Convolutional Neural Networks for Side-Channel Analysis

    Picek, S., Samiotis, I. P., Kim, J., Heuser, A., Bhasin, S. & Legay, A., 2018, Security, Privacy, and Applied Cryptography Engineering: 8th International Conference, SPACE 2018, Kanpur, India, December 15-19, 2018, Proceedings. Chattopadhyay, A., Rebeiro, C. & Yarom, Y. (eds.). Cham: Springer, p. 157-176 20 p. (Lecture Notes in Computer Science; vol. 11348).

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

  36. Open Learner Models and Learning Analytics Dashboards: A Systematic Review

    Bodily, R., Kay, J., Aleven, V., Jivet, I., Davis, D., Xhakaj, F. & Verbert, K., 2018, LAK'18 Proceedings of the 8th International Conference on Learning Analytics and Knowledge. New York, NY: Association for Computing Machinery (ACM), p. 41-50 10 p.

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

  37. Recurrent knowledge graph embedding for effective recommendation

    Sun, Z., Yang, J., Zhang, J., Bozzon, A., Huang, L. K. & Xu, C., 2018, RecSys '18 : Proceedings of the 12th ACM Conference on Recommender Systems. New York, NY: Association for Computer Machinery, p. 297-305 9 p.

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

  38. Regionalization of Social Interactions and Points-of-Interest Location Prediction with Geosocial Data

    Psyllidis, A., Yang, J. & Bozzon, A., 2018, In : IEEE Access. 6, p. 34334-34353 20 p.

    Research output: Contribution to journalArticleScientificpeer-review

  39. SRLx: A Personalized Learner Interface for MOOCs

    Davis, D., Triglianos, V., Hauff, C. & Houben, G-J., 2018, Lifelong Technology-Enhanced Learning: 13th European Conference on Technology Enhanced Learning, EC-TEL 2018. Pammer-Schindler, V., Pérez-Sanagustín, M., Drachsler, H., Elferink, R. & Scheffel, M. (eds.). Cham: Springer, p. 122-135 14 p. (Lecture Notes in Computer Science ; vol. 11082).

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

  40. Same, Same, but Different: Algorithmic Diversification of Viewpoints in News

    Tintarev, N., Sullivan, E., Guldin, D., Qiu, S. & Odjik, D., 2018, UMAP '18 Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization. New York, NY: Association for Computing Machinery (ACM), p. 7-13 7 p.

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

  41. Scaling Effective Learning Strategies: Retrieval Practice and Long-Term Knowledge Retention in MOOCs

    Davis, D., Kizilcec, R. F., Hauff, C. & Houben, G-J., 2018, In : Journal of Learning Analytics. 5, 3, p. 21-41 21 p.

    Research output: Contribution to journalArticleScientificpeer-review

  42. SearchX: Empowering Collaborative Search Research

    Sindunuraga Rikarno Putra, S., Moraes, F. & Hauff, C., 2018, SIGIR'18: The 41st International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY: Association for Computing Machinery (ACM), p. 1265-1268 4 p.

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

  43. Semantic Web and Human Computation: The status of an emerging field

    Sabou, M., Aroyo, L., Bontcheva, K., Bozzon, A. & Qarout, R. K., 2018, In : Semantic Web: interoperability, usability, applicability. 9, 3, p. 291-302 12 p.

    Research output: Contribution to journalEditorialScientificpeer-review

  44. SmartPub: A Platform for Long-Tail Entity Extraction from Scientific Publications

    Mesbah, S., Bozzon, A., Lofi, C. & Houben, G-J., 2018, Companion Proceedings of the The Web Conference 2018. Geneva: International World Wide Web Conferences Steering Committee, p. 191-194 4 p.

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

  45. Social Gamification in Enterprise Crowdsourcing

    Afentoulidis, G., Szlávik, Z., Yang, J. & Bozzon, A., 2018, Proceedings of the 10th ACM Conference on Web Science. New York, NY, USA: ACM Sigmobile, p. 135-144 10 p. (WebSci '18).

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

  46. Social Smart Meter: Identifying Energy Consumption Behavior in User-Generated Content

    Mauri, A., Psyllidis, A. & Bozzon, A., 2018, Companion Proceedings of the The Web Conference 2018. Republic and Canton of Geneva, Switzerland: International World Wide Web Conferences Steering Committee, p. 195-198 4 p. (WWW '18).

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

  47. Stateful functions as a service in action

    Akhter, A., Fragkoulis, M. & Katsifodimos, A., 2018, In : Proceedings of the VLDB Endowment . 12, 12, p. 1890-1893 4 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  48. Stationary vs. Non-stationary mobile learning in MOOCs

    Zhao, Y., Robal, T., Lofi, C. & Hauff, C., 2018, UMAP 2018 - Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization. Zhang, J. & Mitrovic, T. (eds.). NEW York, NY, USA: Association for Computing Machinery (ACM), p. 299-303 5 p.

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

  49. Stream Window Aggregation Semantics and Optimization

    Carbone, P., Katsifodimos, A. & Haridi, S., 2018, Encyclopedia of Big Data Technologies. Sakr, S. & Zomaya, A. (eds.). Cham: Springer, 11 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  50. TSE-NER: An Iterative Approach for Long-Tail Entity Extraction in Scientific Publications

    Mesbah, S., Lofi, C., Valle Torre, M., Bozzon, A. & Houben, G-J., 2018, The Semantic Web – ISWC 2018: Proceedings of the 17th International Semantic Web Conference. Vrandečić, D., Bontcheva, K., Suárez-Figueroa, M. C., Presutti, V., Celino, I., Sabou, M., Kaffee, L. M. & Simperl, E. (eds.). Cham: Springer, p. 127-143 16 p. (Lecture Notes in Computer Science (LNCS); vol. 11136).

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

  51. The Dagstuhl Perspectives Workshop on Performance Modeling and Prediction

    Ferro, N., Fuhr, N., Grefenstette, G., Konstan, J. A., Castells, P., Daly, E. M., Declerck, T., Ekstrand, M. D., Tintarev, N. & More Authors, 2018, In : ACM SIGIR Forum. 52, 1, p. 91-101 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

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