Research Output

2020

A credit scoring model for smes based on social media data

Putra, S. G. P., Joshi, B., Redi, J. & Bozzon, A., 2020, Web Engineering - 20th International Conference, ICWE 2020, Proceedings. Bielikova, M., Mikkonen, T. & Pautasso, C. (eds.). Springer Open, p. 113-129 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12128 LNCS).

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

Beyond Analytics: The Evolution of Stream Processing Systems

Carbone, P., Fragkoulis, M., Kalavri, V. & Katsifodimos, A., 14 Jun 2020, SIGMOD 2020 - Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery (ACM), p. 2651-2658 8 p.

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

Complex event processing on real-time video streams

Li, Z., Katsifodimos, A., Bozzon, A. & Houben, G. J., 2020, In : CEUR Workshop Proceedings. 2652, 4 p.

Research output: Contribution to journalConference articleScientificpeer-review

Open Access
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1 Downloads (Pure)

Crowd characterization for crowd management using social media data in city events

Gong, V. X., Daamen, W., Bozzon, A. & Hoogendoorn, S. P., 2020, In : Travel Behaviour and Society. 20, p. 192 - 212 21 p.

Research output: Contribution to journalArticleScientificpeer-review

CrowdCO-OP: Sharing Risks and Rewards in Crowdsourcing

Fan, S., Gadiraju, U., Checco, A. & Demartini, G., 2020, In : Proceedings of ACM Human-Computer Interaction (CSCW). 4, 24 p., 132.

Research output: Contribution to journalArticleScientificpeer-review

Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response Ranking

Penha, G. & Hauff, C., 2020, Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020: Proceedings. Jose, J. M., Yilmaz, E., Magalhães, J., Martins, F., Castells, P., Ferro, N. & Silva, M. J. (eds.). Cham: Springer, p. 699-713 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12035 ).

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

1 Citation (Scopus)

Detecting, classifying, and mapping retail storefronts using street-level imagery

Sharifi Noorian, S., Qiu, S., Psyllidis, A., Bozzon, A. & Houben, G. J., 2020, ICMR 2020 - Proceedings of the 2020 International Conference on Multimedia Retrieval. Association for Computing Machinery (ACM), p. 495-501 7 p.

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

Diagnosing BERT with Retrieval Heuristics

Câmara, A. & Hauff, C., 2020, Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020: Proceedings. Jose, J. M., Yilmaz, E., Magalhães, J., Martins, F., Castells, P., Ferro, N. & Silva, M. J. (eds.). Cham: Springer, p. 605-618 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12035 ).

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

1 Citation (Scopus)
Open Access
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45 Downloads (Pure)

EdX log data analysis made easy: Introducing ELAT: An open-source, privacy-aware and browser-based edX log data analysis tool

Torre, M. V., Tan, E. & Hauff, C., 23 Mar 2020, LAK 2020 Conference Proceedings - Celebrating 10 years of LAK: Shaping the Future of the Field - 10th International Conference on Learning Analytics and Knowledge. Association for Computing Machinery (ACM), p. 502-511 10 p.

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

Ensuring Fairness in Group Recommendations by Rank-Sensitive Balancing of Relevance

Kaya, M., Bridge, D. & Tintarev, N., 2020, (Accepted/In press) Proceedings of the Fourteenth ACM Conference on Recommender Systems (RecSys’20). Association for Computer Machinery

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

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19 Downloads (Pure)

Estimating Conversational Styles in Conversational Microtask Crowdsourcing

Qiu, S., Gadiraju, U. & Bozzon, A., 2020, In : Proceedings of ACM Human-Computer Interaction (CSCW). 4, CSCW1, 23 p., 32.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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77 Downloads (Pure)

Exploring solutions to the privacy paradox in the context of e-assessment: informed consent revisited

Muravyeva, E., Janssen, J., Specht, M. & Custers, B., 2020, In : Ethics and Information Technology. 22, 3, p. 223-238 16 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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23 Downloads (Pure)

Exploring users' learning gains within search sessions

Roy, N., Moraes, F. & Hauff, C., 2020, CHIIR 2020 - Proceedings of the 2020 Conference on Human Information Interaction and Retrieval. New York: Association for Computing Machinery (ACM), p. 432-436 5 p.

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

From students with love: An empirical study on learner goals, self-regulated learning and sense-making of learning analytics in higher education

Jivet, I., Scheffel, M., Schmitz, M., Robbers, S., Specht, M. & Drachsler, H., 2020, In : Internet and Higher Education. 47, 15 p., 100758.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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1 Citation (Scopus)
7 Downloads (Pure)

Generating Natural Language Explanations for Group Recommendations in High Divergence Scenarios

Najafian, S., 2020, Proceedings of the 25th International Conference on Intelligent User Interfaces Companion. IUI 2020. p. 31-32 2 p.

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

Improving Worker Engagement Through Conversational Microtask Crowdsourcing

Qiu, S., Gadiraju, U. K. & Bozzon, A., 2020, CHI'20: Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems.. New York, NY, USA: Association for Computing Machinery (ACM), p. 1-12 12 p. 276

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

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120 Downloads (Pure)

Just the right mood for HIT! Analyzing the role of worker moods in conversational microtask crowdsourcing

Qiu, S., Gadiraju, U. & Bozzon, A., 2020, Web Engineering - 20th International Conference, ICWE 2020, Proceedings. Bielikova, M., Mikkonen, T. & Pautasso, C. (eds.). Cham: Springer, p. 381-396 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12128 ).

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

LOREM: Language-consistent Open Relation Extraction from Unstructured Text

Harting, T., Mesbah, S. & Lofi, C., 20 Apr 2020, Proceedings of the The Web Conference (WWW). Taipei, Taiwan, p. 1830-1838 9 p.

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

Open Access
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62 Downloads (Pure)

Microtask crowdsourcing for music score Transcriptions: an experiment with error detection

Samiotis, I. P., Qiu, S., Mauri, A., Liem, C. C. S., Lofi, C. & Bozzon, A., 2020, (In preparation) Proceedings of the 21st International Society for Music Information Retrieval Conference. 7 p.

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

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1 Downloads (Pure)

Preface

Hose, K., Abedjan, Z., Asudeh, A., Bohm, M., Fernandez, R. C., Muhleisen, H., Manegold, S., Nargesian, F., Katsifodimos, A. & More Authors, 2020, In : CEUR Workshop Proceedings. 2652, 1 p.

Research output: Contribution to journalEditorialScientific

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Preface

Fred, A., Aveiro, D., Bernardino, J., Salgado, A., Dietz, J. & Filipe, J., 2020, In : Communications in Computer and Information Science. 1222 CCIS, p. v

Research output: Contribution to journalEditorialScientific

Real-time multimodal feedback with the CPR tutor

Di Mitri, D., Schneider, J., Trebing, K., Sopka, S., Specht, M. & Drachsler, H., 2020, Artificial Intelligence in Education: 21st International Conference, AIED 2020, Proceedings, Part I. Bittencourt, I. I., Cukurova, M., Luckin, R., Muldner, K. & Millán, E. (eds.). Cham: Springer, p. 141-152 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12163 ).

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

REMA: Graph embeddings-based relational schema matching

Koutras, C., Fragkoulis, M., Katsifodimos, A. & Lofi, C., 2020. 1 p.

Research output: Contribution to conferenceAbstractScientific

1 Citation (Scopus)

SANOM-HOBBIT: Simulated annealing-based ontology matching on HOBBIT platform

Mohammadi, M., Hofman, W. & Tan, Y. H., 2020, In : Knowledge Engineering Review. 35, e13.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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9 Downloads (Pure)
Open Access
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24 Downloads (Pure)

Someone really wanted that song but it was not me! Evaluating Which Information to Disclose in Explanations for Group Recommendations

Najafian, S., Inel, O. & Tintarev, N., 2020, Proceedings of the 25th International Conference on Intelligent User Interfaces Companion. IUI 2020: Proceedings of the 25th International Conference on Intelligent User Interfaces Companion (pp. 85-86). New York: Association for Computing Machinery (ACM), p. 85-86 2 p.

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

Open Access
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30 Downloads (Pure)

The disaggregated, networked and open future of education for sustainable development

Kalz, M., Schophuizen, M. & Türkeli, S., Jan 2020, Humanistic futures of learning: Perspectives from UNESCO Chairs and UNITWIN Networks. Paris: Unesco, p. 113-116 4 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeChapterProfessional

Open Access
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26 Downloads (Pure)

The role of attributes in product quality comparisons

Moraes, F., Yang, J., Zhang, R. & Murdock, V., 2020, CHIIR 2020 - Proceedings of the 2020 Conference on Human Information Interaction and Retrieval. New York: Association for Computing Machinery (ACM), p. 253-262 10 p.

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

Open Access
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21 Downloads (Pure)

The Role of Trust in Personal Data Sharing in the Context of e-Assessment and the Moderating Effect of Special Educational Needs

Muravyeva, E., Janssen, J., Dirkx, K. & Specht, M., 2020, UMAP 2020 - Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery (ACM), p. 328-332 5 p. (UMAP 2020 - Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization).

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

Open Access

UMAP 2020 Workshop on Explainable User Models and Personalised Systems (ExUM) Chairs' Welcome & Organization

Musto, C., Tintarev, N., Inel, O., Polignano, M., Semeraro, G. & Ziegler, J., 2020, In : UMAP 2020 Adjunct - Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization. p. 204-205 2 p.

Research output: Contribution to journalEditorialScientificpeer-review

Open Access

Using Social Media to Characterise Crowds in City Events for Crowd Management

Gong, X., 2020, 199 p.

Research output: ThesisDissertation (TU Delft)

Open Access
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4 Downloads (Pure)

VirtualCrowd: A Simulation Platform for Microtask Crowdsourcing Campaigns

Qiu, S., Bozzon, A. & Houben, G. J., 2020, WWW '20: Companion Proceedings of the Web Conference 2020. Seghtouchni, A. E. F., Sukthankar, G., Liu, T. Y. & van Steen, M. (eds.). New York: Association for Computing Machinery (ACM), p. 222-225 4 p.

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

Open Access
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1 Downloads (Pure)

We are what we click: Understanding time and content-based habits of online news readers

Makhortykh, M., Helberger, N., Harambam, J. & Bountouridis, D., 2020, In : New Media and Society. 28 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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1 Downloads (Pure)

Workshop on Explainable User Models and Personalized Systems (ExUM 2020)

Musto, C., Tintarev, N., Inel, O., Polignano, M., Semeraro, G. & Ziegler, J., 2020, UMAP 2020 - Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery (ACM), p. 406-407 2 p. (UMAP 2020 - Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization).

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

Open Access
1 Citation (Scopus)

You Do Not Decide for Me! Evaluating Explainable Group Aggregation Strategies for Tourism.

Najafian, S., Herzog, D., Qui, S., Inel, O. & Tintarev, N., 2020, Hypertext.

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

Open Access
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1 Downloads (Pure)
2019

A methodology for creating and validating psychological stories for conveying and measuring psychological traits

Smith, K. A., Dennis, M., Masthoff, J. & Tintarev, N., 2019, In : User Modeling and User-Adapted Interaction: the journal of personalization research. 29, 3, p. 573-618 46 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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6 Citations (Scopus)
87 Downloads (Pure)

An Axiomatic Approach to Diagnosing Neural IR Models

Rennings, D., Moraes, F. & Hauff, C., 2019, Advances in Information Retrieval : 41st European Conference on IR Research, ECIR 2019, Proceedings Part 1. Azzopardi, L., Stein, B., Fuhr, N., Mayr, P., Hauff, C. & Hiemstra, D. (eds.). Cham: Springer, p. 489-503 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11437 LNCS).

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

4 Citations (Scopus)

An Intermediate Representation for Optimizing Machine Learning Pipelines

Kunft, A., Katsifodimos, A., Schelter, S., Bress, S., Rabl, T. & Markl, V., Jul 2019, In : Proceedings of the VLDB Endowment . 12, 11, p. 1553-1567

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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14 Downloads (Pure)

Approaches for Dialog Management in Conversational Agents

Harms, J-G., Kucherbaev, P., Bozzon, A. & Houben, G-J., 2019, In : IEEE Internet Computing. 23, 2, p. 13-22 10 p., 8536470.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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6 Citations (Scopus)
150 Downloads (Pure)

Automatic Processing of User-Generated Content for the Description of Energy-Consuming Activities at Individual and Group Level

de Kok, R., Mauri, A. & Bozzon, A., 2019, In : Energies. 12, 1, p. 1-28 28 p., 15.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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3 Citations (Scopus)
125 Downloads (Pure)

Can you ink while you blink? Assessing mental effort in a sensor-based calligraphy trainer

Limbu, B. H., Jarodzka, H., Klemke, R. & Specht, M., 2 Jul 2019, In : Sensors (Switzerland). 19, 14, p. 1-17 17 p., 3244.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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1 Citation (Scopus)
49 Downloads (Pure)

Chatterbox: Conversational Interfaces for Microtask Crowdsourcing

Mavridis, P., Huang, O., Qiu, S., Gadiraju, U. & Bozzon, A., 2019, UMAP'19: Proceedings of the 27th Conference on User Modeling, Adaptation and Personalization. New York, NY, USA: Association for Computing Machinery (ACM), p. 243-251 9 p.

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

Open Access
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280 Downloads (Pure)

Coner: A Collaborative Approach for Long-Tail Named Entity Recognition in Scientific Publications

Vliegenthart, D., Mesbah, S., Lofi, C., Aizawa, A. & Bozzon, A., 2019, Digital Libraries for Open Knowledge : 23rd International Conference on Theory and Practice of Digital Libraries, TPDL 2019, Proceedings. Doucet, A., Isaac, A., Golub, K., Aalberg, T. & Jatowt, A. (eds.). Cham: Springer, p. 3-17 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11799 LNCS).

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

Open Access
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ContextPlay: Evaluating User Control for Context-Aware Music Recommendation

Jin, Y., Htun, N. N., Tintarev, N. & Verbert, K., 2019, UMAP'19: Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. New York, NY, USA: Association for Computing Machinery (ACM), p. 294-302 9 p.

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

Open Access
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50 Downloads (Pure)

Crowd-Mapping Urban Objects from Street-Level Imagery

Qiu, S., Psyllidis, A., Bozzon, A. & Houben, G-J., 2019, Proceedings of the 2019 World Wide Web Conference. New York, NY: Association for Computing Machinery (ACM), p. 1521-1531 11 p.

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

Open Access
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4 Citations (Scopus)
359 Downloads (Pure)

Data as a language: A novel approach to data integration

Koutras, C., 2019. 4 p.

Research output: Contribution to conferenceAbstractScientific

Open Access
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22 Downloads (Pure)

Decomposing the Complexity of Value: Integration of Digital Transformation of Education with Circular Economy Transition

Türkeli, S. & Schophuizen, M., 2019, In : Social Sciences. 8, 8, p. 1-22 22 p., 243.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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2 Citations (Scopus)
37 Downloads (Pure)

Designing for the beter by taking users into account: A qalitative evaluation of user control mechanisms in (NEWS) recommender systems

Harambam, J., Makhortykh, M., Bountouridis, D. & Van Hoboken, J., 10 Sep 2019, RecSys 2019 - 13th ACM Conference on Recommender Systems. Association for Computing Machinery (ACM), p. 69-77 9 p.

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

Designing mobile inquiry-based learning activities: Learners’ agency and technological affordances

Tan, E., Glahn, C. & Specht, M., 1 Jan 2019, Proceedings of the 15th International Conference on Mobile Learning 2019, ML 2019. Ravesteijn, P., Rodrigues, L., Isaias, P., Ongena, G. & Sanchez, I. A. (eds.). IADIS Press, p. 171-174 4 p.

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

Open Access
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