Research Output

2017

Music Information Retrieval beyond Audio: A Vision-based Approach for Real-world Data

Bazzica, A., 2017, 152 p.

Research output: ThesisDissertation (TU Delft)

Open Access
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83 Downloads (Pure)

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

4 Citations (Scopus)

On the Automatic Identification of Music for Common Activities

Yadati, K., Liem, C. C. S., Larson, M. & Hanjalic, A., 2017, Proceedings of the 2017 ACM International Conference on Multimedia Retrieval. New York: Association for Computing Machinery (ACM), p. 192-200 9 p.

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

6 Citations (Scopus)

Proximity of Terms, Texts and Semantic Vectors in Information Retrieval

Vuurens, J., 2017, 115 p.

Research output: ThesisDissertation (TU Delft)

Open Access
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10 Downloads (Pure)

Ranking of Nodal Infection Probability in Susceptible-Infected-Susceptible Epidemic

Qu, B., Li, C., Van Mieghem, P. & Wang, H., 2017, In : Scientific Reports. 7, p. 1-10 10 p., 9233.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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9 Citations (Scopus)
21 Downloads (Pure)

Resilience of epidemics for SIS model on networks

Lu, D., Yang, S., Zhang, J., Wang, H. & Li, D., 2017, In : Chaos: an interdisciplinary journal of nonlinear science. 27, 8, p. 1-6 6 p., 083105.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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5 Citations (Scopus)
68 Downloads (Pure)

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

10 Citations (Scopus)

SIS epidemic spreading with correlated heterogeneous infection rates

Qu, B. & Wang, H., 2017, In : Physica A: Statistical Mechanics and its Applications. 472, p. 13-24 12 p.

Research output: Contribution to journalArticleScientificpeer-review

12 Citations (Scopus)

SIS Epidemic Spreading with Heterogeneous Infection Rates

Qu, B. & Wang, H., 2017, In : IEEE Transactions on Network Science and Engineering. 4, 3, p. 177-186 10 p., 7937925.

Research output: Contribution to journalArticleScientificpeer-review

17 Citations (Scopus)

Tangible air: An Interactive Installation for Visualising Audience Engagement

Röggla, T., Wang, C., Perez Romero, L., Jansen, J. & Cesar, P., 2017, Proceedings of the 2017 ACM SIGCHI Conference on Creativity and Cognition, C&C '17. New York, NY: Association for Computing Machinery (ACM), p. 263-265 3 p.

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

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

The Club of the Future: Participatory Clubbing Experiences

Röggla, T., Cabrero, S., Katsouris, D., Zheng, Z., Singh Gill, A., Jansen, J., Redi, J. A., Cesar Garcia, P. & Shamma, D. A., 2017, Proceedings of the 2017 ACM SIGCHI Conference on Human Factors in Computing Systems: Explore, Innovate, Inspire. New York, NY: Association for Computing Machinery (ACM), Vol. Part F127655. p. 389-392 4 p.

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

1 Citation (Scopus)

The Geo-Privacy Bonus of Popular Photo Enhancements

Choi, J., Larson, M., Li, X., Li, K., Friedland, G. & Hanjalic, A., 2017, Proceedings of the 2017 ACM International Conference on Multimedia Retrieval. New York: Association for Computing Machinery (ACM), p. 84-92 9 p.

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

10 Citations (Scopus)

The MediaEval 2017 AcousticBrainz Genre Task: Content-based Music Genre Recognition from Multiple Sources

Bogdanov, D., Porter, A., Urbano Merino, J. & Schreiber, H., 2017, Working Notes Proceedings of the MediaEval 2017 Workshop. Gravier, G., Bischke, B., Demarty, C-H., Zaharieva, M., Riegler, M., Dellandrea, E., Bogdanov, D., Sutcliffe, R., Jones, G. J. F. & Larson, M. (eds.). p. 1-3 3 p. (CEUR Workshop Proceedings; vol. 1984).

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

Open Access
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24 Downloads (Pure)

The Play Is a Hit: But How Can You Tell? Measuring Audience Bio-responses Towards A Performance

Wang, C. & Cesar Garcia, P., 2017, C&C '17: Proceedings of the 2017 ACM SIGCHI Conference on Creativity and Cognition. New York: Association for Computing Machinery (ACM), p. 336-347 12 p.

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

4 Citations (Scopus)

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

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

Towards Minimal Necessary Data: The Case for Analyzing Training Data Requirements of Recommender Algorithms

Larson, M., Zito, A., Loni, B. & Cremonesi, P., 2017, FATREC Workshop on Responsible Recommendation Proceedings. p. 1-6 6 p.

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

Open Access
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73 Downloads (Pure)

Understanding the Crowd: Ethical and Practical Matters in the Academic Use of Crowdsourcing

Siahaan, E., Martin, D., Carpendale, S., Gupta, N., Hoßfeld, T., Naderi, B., Redi, J., Siahaan, E. & Wechsung, I., 2017, Evaluation in the Crowd.: Crowdsourcing and Human-Centered Experiments. Archambault, D., Purchase, H. & Hoßfeld, T. (eds.). Cham: Springer, p. 27-69 43 p. (Lecture Notes in Computer Science; vol. 10264).

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

8 Citations (Scopus)
2016

1Mbps is enough: Video quality and individual idiosyncrasies in multiparty HD video-conferencing

Schmitt, M., Redi, J., Cesar, P. & Bulterman, D., 1 Jun 2016, 2016 8th International Conference on Quality of Multimedia Experience (QoMEX). Danvers: IEEE, p. 1-6 6 p.

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

5 Citations (Scopus)

Algorithms Aside: Recommendation as the Lens of Life

Motajcsek, T., Le Moine, J-Y., Larson, M., Kohlsdorf, D., Lommatzsch, A., Tikk, D., Alonso, O., Cremonesi, P., Demetriou, A., Dobrajs, K. & More Authors, Sep 2016, RecSys'16 Proceedings of the 10th ACM Conference on Recommender Systems. Sen, S. & Geyer, W. (eds.). New York: Association for Computing Machinery (ACM), p. 215-219 5 p.

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

1 Citation (Scopus)

AltMM 2016: 1st International Workshop on Multimedia Alternate Realities

Chambel, T., Kaiser, R., Niamut, O., Ooi, W. T. & Redi, J. A., 2016, MM'16 Proceedings of the 2016 ACM on Multimedia Conference. Hanjalic, A., Snoek, C. & Worring, M. (eds.). New York: Association for Computing Machinery (ACM), p. 1481-1482 2 p.

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

2 Citations (Scopus)

A Markov Model for Evaluating Resource Sharing Policies for DASH Assisting Network Elements

Kleinrouweler, J. W., Cabrero, S., Van Der Mei, R. & Cesar, P., 2016, 2016 28th International Teletraffic Congress (ITC 28). IEEE, Vol. 1. p. 112-120 9 p.

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

2 Citations (Scopus)

A model for evaluating sharing policies for network-assisted HTTP adaptive streaming

Kleinrouweler, J. W., Cabrero, S., van der Mei, R. & Cesar, P., 9 Nov 2016, In : Computer Networks. 109, p. 234-245 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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5 Citations (Scopus)
13 Downloads (Pure)

Annoyance models for videos with spatio-temporal artifacts

Silva, A. F., Farias, M. CQ. & Redi, J. A., 27 Jun 2016, 2016 Eighth International Conference on Quality of Multimedia Experience (QoMEX). New York, NJ: IEEE, p. 1-6 6 p.

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

2 Citations (Scopus)

A Reliable Methodology to Collect Ground Truth Data of Image Aesthetic Appeal

Siahaan, E., Hanjalic, A. & Redi, J., 27 Apr 2016, In : IEEE Transactions on Multimedia. 18, 7, p. 1338-1350 13 p.

Research output: Contribution to journalArticleScientificpeer-review

18 Citations (Scopus)

Bayesian Personalized Ranking with Multi-Channel User Feedback

Loni, B., Pagano, R., Larson, M. & Hanjalic, A., 2016, RecSys'16 Proceedings of the 10th ACM Conference on Recommender Systems. Sen, S. & Geyer, W. (eds.). New York: Association for Computing Machinery (ACM), p. 361-364 4 p.

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

30 Citations (Scopus)

ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview

Escalante, H. J., Ponce-López, V., Wan, J., Riegler, M. A., Chen, B., Clapés, A., Escalera, S., Guyon, I., Baró, X., Halvorsen, P., Müller, H. & Larson, M., Dec 2016, 2016 23rd International Conference on Pattern Recognition (ICPR). Piscataway, NJ: IEEE, p. 67-73 7 p.

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

57 Citations (Scopus)

CLEF NewsREEL 2016: Image-based Recommendation

Corsini, F. & Larson, M., 2016, CLEF 2016 Working Notes : Conference and Labs of the Evaluation Forum. Balog, K., Cappellato, L., Ferro, N. & Macdonald, C. (eds.). CEUR, p. 618-627 10 p. (CEUR Workshop Proceedings; vol. 1609).

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

CLEF NewsREEL 2016: Comparing Multi-Dimensional Offline and Online Evaluation of News Recommender Systems

Kille, B., Lommatzsch, A., Hopfgartner, F., Larson, M., Seiler, J., Malagoli, D., Sereny, A. & Brodt, T., 2016, CLEF 2016 Working Notes : Conference and Labs of the Evaluation Forum. Balog, K., Cappellato, L., Ferro, N. & Macdonald, C. (eds.). CEUR, p. 593-605 13 p. (CEUR Workshop Proceedings; vol. 1609).

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

3 Citations (Scopus)

Crowdsourcing as self-fulfilling prophecy: Influence of discarding workers in subjective assessment tasks

Riegler, M., Gaddam, V. R., Larson, M., Eg, R., Halvorsen, P. & Griwodz, C., 2016, 2016 14th International Workshop on Content-Based Multimedia Indexing (CBMI). IEEE, p. 1-6 6 p.

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

5 Citations (Scopus)

Crowdsourcing audience perspectives on classical music

Liem, C. CS., 26 Sep 2016, 2016 IEEE International Conference on Multimedia Expo Workshops (ICMEW). Piscataway, NJ: IEEE, p. 1-6 6 p.

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

Delivering stable high-quality video: An SDN architecture with DASH assisting network elements

Kleinrouweler, J. W., Cabrero, S. & Cesar, P., 2016, MMSys'16 Proceedings of the 7th International Conference on Multimedia Systems. Timmerer, C. (ed.). New York: Association for Computing Machinery (ACM), p. 36-45 10 p. 4

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

46 Citations (Scopus)

Does visual quality depend on semantics? A study on the relationship between impairment annoyance and image semantics at early attentive stages

Siahaan, E., Hanjalic, A. & Redi, J. A., 14 Feb 2016, Human Vision and Electronic Imaging 2016. Springfield: SPIE, p. 1-9 9 p. (Electronic Imaging; vol. 2016).

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

Dynamics of information diffusion and its applications on complex networks

Zhang, Z-K., Liu, C., Zhan, X., Lu, X., Zhang, C-X. & Zhang, Y-C., 2016, In : Physics Reports. 651, p. 1-34 34 p.

Research output: Contribution to journalReview articleScientificpeer-review

176 Citations (Scopus)

Exploring Deep Space: Learning Personalized Ranking in a Semantic Space

Vuurens, J. BP., Larson, M. & de Vries, A. P., 2016, Proceedings of the 1st Workshop on Deep Learning for Recommender Systems, DLRS 2016. New York, NY: Association for Computing Machinery (ACM), p. 23-28 6 p.

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

21 Citations (Scopus)

First Story Detection using Multiple Nearest Neighbors

Vuurens, J. BP. & de Vries, A. P., 2016, Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval. Perego, R. & Sebastiani, F. (eds.). New York: Association for Computing Machinery (ACM), p. 845-848 4 p.

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

3 Citations (Scopus)

From Water Music to ‘Underwater Music': Multimedia Soundtrack Retrieval with Social Mass Media Resources

Liem, C. CS., 10 Aug 2016, Research and Advanced Technology for Digital Libraries: 20th International Conference on Theory and Practice of Digital Libraries (TPDL). Fuhr, N., Kovács, L., Risse, T. & Nejdl, W. (eds.). Springer, p. 227-238 12 p. (Lecture Notes in Computer Science; vol. 9819).

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

1 Citation (Scopus)

Go With the Flow: When Listeners use Music as Technology

Demetriou, A., Larson, M. & Liem, C. C. S., Aug 2016, Proceedings of the 17th International Society for Music Information Retrieval Conference: ISMIR 2016. International Society for Music Information Retrieval (ISMIR), p. 292-298 7 p.

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

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23 Downloads (Pure)

How Are We Connected? Measuring Audience Galvanic Skin Response of Connected Performances

Wang, C., Zhu, X., Geelhoed, E., Biscoe, I., Röggla, T. & Cesar, P., 2016, Proceedings of the 3rd International Conference on Physiological Computing Systems. Fairclough, S., Holzinger, A., Otero, A., Pope, A. & da Silva, H. P. (eds.). SciTePress, Vol. 1. p. 33-42 9 p.

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

2 Citations (Scopus)

Idomaar: A Framework for Multi-dimensional Benchmarking of Recommender Algorithms

Scriminaci, M., Lommatzsch, A., Kille, B., Hopfgartner, F., Larson, M., Malagoli, D., Serény, A. & Plumbaum, T., Sep 2016, Poster Proceedings of ACM RecSys 2016: Proceedings of the Poster Track of the 10th ACM Conference on Recommender Systems, RecSys 2016. Guy, I. & Sharma, A. (eds.). Aachen: CEUR, p. 1-2 2 p. (CEUR Workshop Proceedings; vol. 1688).

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

Inducing Sadness and Anxiousness through Visual Media: Measurement Techniques and Persistence

Kuijsters, A., Redi, J., de Ruyter, B. & Heynderickx, I., 2016, In : Frontiers in Psychology. 7, 01141.

Research output: Contribution to journalArticleScientificpeer-review

6 Citations (Scopus)

Introduction to the Special Issue on Crowd in Intelligent Systems

Chen, K-T., Alonso, O., Larson, M. & King, I., Jul 2016, In : ACM Transactions on Intelligent Systems and Technology. 7, 4, p. 1-2 2 p., 44.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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23 Downloads (Pure)

Large Scale Image Retrieval for Location Estimation

Li, X., 2016, 103 p.

Research output: ThesisDissertation (TU Delft)

Open Access
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17 Downloads (Pure)

Learning Algorithms for Digital Reconstruction of Van Gogh’s Drawings

Zeng, Y., Tang, J., van der Lubbe, J. & Loog, M., 2016, EuroMed 2016 - 6th International Conference - Proceedings: Digital Heritage - Progress in Cultural Heritage: Documentation, Preservation, and Protection. Ioannides, M., Vink, E., Moropoulou, A., Hagedorn-Saupe, M., Fresa, A., Liestøl, G., Rajcic, V. & Grussenmeyer, P. (eds.). Cham: Springer, Vol. 1. p. 322-333 12 p. (Lecture Notes in Computer Science; vol. 10058).

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

2 Citations (Scopus)

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

On detecting the playing/non-playing activity of musicians in symphonic music videos

Bazzica, A., Liem, CCS. & Hanjalic, A., 2016, In : Computer Vision and Image Understanding. 144, p. 188-204 17 p.

Research output: Contribution to journalArticleScientificpeer-review

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

Overview of newsreel’16: Multi-dimensional evaluation of real-time stream-recommendation algorithms

Kille, B., Lommatzsch, A., Gebremeskel, G. G., Hopfgartner, F., Larson, M., Seiler, J., Malagoli, D., Serény, A., Brodt, T. & De Vries, A. P., 23 Aug 2016, Experimental IR Meets Multilinguality, Multimodality, and Interaction. CLEF 2016: International Conference of the Cross-Language Evaluation Forum for European Languages. Cham: Springer, p. 311-331 21 p. (Lecture Notes in Computer Science; vol. 9822).

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

11 Citations (Scopus)

Perceptual Annoyance Models for Videos With Combinations of Spatial and Temporal Artifacts

Silva, A. F., Farias, M. C. Q. & Redi, J. A., 2016, In : IEEE Transactions on Multimedia. 18, 12, p. 2446-2456 11 p.

Research output: Contribution to journalArticleScientificpeer-review

8 Citations (Scopus)

Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material

Tkalčič, M., Schedl, M., Liem, C. C. S. & Melenhorst, M. S., 2016, ICMR 2016 - Proceedings of the 2016 ACM International Conference on Multimedia Retrieval. New York, NY: Association for Computing Machinery (ACM), p. 393-396 4 p.

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

1 Citation (Scopus)

QoE Prediction for Enriched Assessment of Individual Video Viewing Experience

Zhu, Y., Hanjalic, A. & Redi, J. A., 2016, MM'16 Proceedings of the 2016 ACM on Multimedia Conference. Hanjalic, A., Snoek, C. & Worring, M. (eds.). New York: Association for Computing Machinery (ACM), p. 801-810 10 p.

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

9 Citations (Scopus)

Quantifying audience experience in the wild: Heuristics for developing and deploying a biosensor infrastructure in theaters

Wang, C., Wong, J., Zhu, X., Röggla, T., Jansen, J. & Cesar, P., 23 Jun 2016, 2016 Eighth International Conference on Quality of Multimedia Experience (QoMEX). Danvers: IEEE, p. 1-6 6 p. 7498951

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

7 Citations (Scopus)