Input-agreement

Labeling images with a computer game

von Ahn, L., & Dabbish, L. (2004) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/985692.985733 · Cited by 2,234

Designing games with a purpose

von Ahn, L., & Dabbish, L. (2008) · Communications of the ACM · doi:10.1145/1378704.1378719 · Cited by 1,186

Games with a Purpose

von Ahn, L. (2006) · Computer · doi:10.1109/mc.2006.196 · Cited by 968

Social Tagging and Music Information Retrieval

Lamere, P. (2008) · Journal of New Music Research · doi:10.1080/09298210802479284 · Cited by 280

Games with a Purpose for the Semantic Web

Siorpaes, K., & Hepp, M. F. (2008) · IEEE Intelligent Systems · doi:10.1109/mis.2008.45 · Cited by 215

Tagatune: A Game For Music And Sound Annotation.

Law, E., von Ahn, L., Dannenberg, R. B., & Crawford, M. (2007) · Zenodo (CERN European Organization for Nuclear Research) · doi:10.5281/zenodo.1415567 · Cited by 195

Matchin

Hacker, S., & von Ahn, L. (2009) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/1518701.1518882 · Cited by 142

A Web-Based Game for Collecting Music Metadata

Mandel, M., & Ellis, D. P. W. (2008) · Journal of New Music Research · doi:10.1080/09298210802479300 · Cited by 129

Moodswings: A Collaborative Game For Music Mood Label Collection.

Kim, Y. E., Schmidt, E. M., & Emelle, L. (2008) · Zenodo (CERN European Organization for Nuclear Research) · doi:10.5281/zenodo.1416585 · Cited by 106

A Game-Based Approach For Collecting Semantic Annotations Of Music.

Turnbull, D., Liu, R., Barrington, L., & Lanckriet, G. R. G. (2007) · Zenodo (CERN European Organization for Nuclear Research) · doi:10.5281/zenodo.1416463 · Cited by 98

Input-evaluation: A new mechanism for collecting data using games with a purpose

Gencer, A. E., Güngör, T., Gürer, A., & Özsoy, A. S. (2012) · IEEE Symposium on Computers and Communications (ISCC) · doi:10.1109/iscc.2012.6249301 · Cited by 1

Combino - A GWAP for Generating Combined Tags

Störkle, F. (2012) · Cited by 1

Play for Me: Image Segmentation via Seamless Playsourcing

Hennersperger, C., & Baust, M. (2016) · The Computer Games Journal · doi:10.1007/s40869-016-0030-3 · Cited by 1

GWAP Design for a Mobile Geo-Tagging System with Confident Verification

Tsai, T.-C., & Yang, T.-R. (2011) · IEEE International Conference on Computational Science and Engineering (CSE) · doi:10.1109/cse.2011.61 · Cited by 1

Collective Action and Human Computation

Novak, J. (2013) · Springer eBooks · doi:10.1007/978-1-4614-8806-4_33 · Cited by 1

Listening Level Changes Music Similarity.

Terrell, M. J., Fazekas, G., Simpson, A., Smith, J. B. L., & Dixon, S. (2012) · doi:10.5281/zenodo.1415709 · Cited by 1

Ensemble: A Hybrid Human-Machine System For Generating Melody Scores From Audio.

Tse, T., Salamon, J., Williams, A. C., Jiang, H., & Law, E. (2016) · Zenodo (CERN European Organization for Nuclear Research) · doi:10.5281/zenodo.1416707 · Cited by 1

Topical Video Search: Analysing Video Concept Annotation through Crowdsourcing Games

Gligorov, R., Hildebrand, M., van Ossenbruggen, J., Aroyo, L. M., & Guus Schreiber, A. (2017) · Human Computation · doi:10.15346/hc.v4i1.77 · Cited by 1

Putting User Reputation on the Map

Barz, B., van Dijk, T. C., Spaan, B., & Denzler, J. (2018) · doi:10.1145/3282933.3282937 · Cited by 1

Spotivibes: Tagging playlist vibes with colors

Abderrazik, H., Angela, G., Brouwer, H., Janse, H., Lutz, S., Smitskamp, G., Manolios, S., Liem, C. C. S., Brusilovsky, P., de Gemmis, M., et al. (2019) · Research Repository (Delft University of Technology) · Cited by 1

Functional Data Analysis: An Interdisciplinary Statistical Topic

Delsol, L., Ferraty, F., & Calvo, A. M. (2011) · Chapman & Hall/CRC eBooks · doi:10.1201/b11429-22 · Cited by 1

Improving Deep-Feature Image Similarity Calculation: A Case Study on an Ukiyo-e Card Matching Game Lottery

Wei, Z., Paliyawan, P., & Thawonmas, R. (2022) · IEEE Access · doi:10.1109/access.2022.3169272 · Cited by 1

The Influence of Crowdsourcing Business Model into Artificial Intelligence

Szopa, A. (2019) · IGI Global eBooks · doi:10.4018/978-1-5225-8362-2.ch013 · Cited by 1

Characterizing Swiss Alpine Lakes: from Wikipedia to Citizen Science

Lin, Y., & Gática-Pérez, D. (2023) · ACM Journal on Computing and Sustainable Societies · doi:10.1145/3617128 · Cited by 1

Small Stickers, Big Meanings: A Multilingual Sticker Semantic Understanding Dataset with a Gamified Approach

Chee, H. E. M., Wang, J., Guo, Z., Ma, W., & Zhang, M. (2025) · ACM International Conference on Multimedia (ACM MM) · doi:10.1145/3746027.3758310 · Cited by 1

mTagATune: Mobile TagATune -- Audio Files Tagging Mobile Game

Díaz, F. J., Queiruga, C. A., Ferraresso, A., & Larghi, J. L. (2011) · International Conference on Mobile Business · doi:10.1109/icmb.2011.39 · Cited by 1

Spot the Odd Song Out: Similarity Model Adaptation and Analysis using Relative Human Ratings

Wolff, D. (2014) · City Research Online (City University London) · Cited by 1

Content-based Music Access: Combining Audio Features and Semantic Information for Music Search Engines

Bertocco, M. (2011) · Cited by 1

Bibliothèques numériques et crowdsourcing : expérimentations autour de Numalire, projet de numérisation à la demande par crowdfunding

Andro, M. (2016) · theses.fr (ABES) · doi:10.70675/c8e66de5z53fbz4bd9zb0dcz41accc4a6759 · Cited by 1

Retrieval and Annotation of Music Using Latent Semantic Models

Lévy, M. (2012) · OpenGrey (Institut de l'Information Scientifique et Technique) · Cited by 1

Upbeat and Quirky, With a Bit of a Build: Communicating Meaning and Meeting Information Needs in the Music Industry

Inskip, C. (2010) · City Research Online (City University London)

Exploiting structure in man-made environments

Aydemir, A. (2012) · KTH Publication Database DiVA (KTH Royal Institute of Technology)

Perception of Parameter Variations in Linear Fractal Images

Hepting, D. H., & Latifi, L. (2010) · Lecture notes in computer science · doi:10.1007/978-3-642-15470-6_22

Game with a Purpose for Tagging Emotions in Dialect Arabic Speech

Rizkallah, M., Abdulaal, O., Bastawisy, M. E., Hamed, I., & Abdennadher, S. (2014) · International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) · doi:10.1109/sitis.2014.109

An Implementation of a Local Issue Sharing System Based on Incentive Mechanism

Tsuboi, T., Hayakawa, T., Suzuki, R., & Itō, T. (2014) · IEEE International Conference on Service-Oriented Computing and Applications (SOCA) · doi:10.1109/soca.2014.35

Performance and perceptions of human computation games for image tagging

Goh, D. H., Lee, C. S., & Chua, A. Y. K. (2011) · ACM Symposium on Applied Computing · doi:10.1145/1982185.1982433

Detecting user types in object ranking decisions

Lu, X., Schaal, M., Adalı, S., & Raju, A. K. (2009) · International Conference on Management of Emergent Digital EcoSystems (MEDES) · doi:10.1145/1643823.1643851

ANOTAÇÃO COLABORATIVA DE CONTEÚDOS UTILIZANDO JOGOS COM PROPÓSITO

Pinto, J. P. L. G. (2012) · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)

A Game with a Purpose for Recommender Systems

Smyth, B., Rafter, R., & Banks, S. (2015) · Proceedings of the AAAI Conference on Human Computation and Crowdsourcing · doi:10.1609/hcomp.v3i1.13241

Content-aware visualizations of audio data in diverse contexts

Ness, S. R. (2009) · UVic’s Research and Learning Repository (University of Victoria)

Beyond Music Information Retrieval: A Proposed Model for Automatic Generation of Dialogic Music Para além da Recuperação de Informação Musical: Proposta de um Modelo de Geração Automática de Narrativas Musicais Dialógicas

Zagalo, N., & Oliveira, S. (2014)

Investigating user-centered human computation games : the roles of perceived enjoyment and its antecedents

Pe‐Than, E. P. P. (2016) · DR-NTU (Nanyang Technological University) · doi:10.32657/10356/66006

Learning content-based metrics for music similarity

Dieleman, S., & Schrauwen, B. (2012) · Ghent University Academic Bibliography (Ghent University)

Crowdsourcing Literal Review

Duong, T. (2014) · Infoscience (Ecole Polytechnique Fédérale de Lausanne)

A Novel Application of Gamification for Collecting High-Level Design Information

Cheong, H., Li, W., & Iorio, F. (2015) · ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE) · doi:10.1115/detc2015-47383

Exploring Human Computation and Social Computing to Inform the Design Process

Romani, R., & Baranauskas, M. C. C. (2013) · International Conference on Enterprise Information Systems · doi:10.5220/0004434300670074

Serious Game Framework for Design of Medical Applications

Xu, Y., Ramanathan, J., & Ramnath, R. (2012) · IGI Global eBooks · doi:10.4018/978-1-4666-0149-9.ch018

Feedback and Timing in a Crowdsourcing GamePreprint

Freedman, G., Punjasthitkul, S., Seidman, M., & Flanagan, M. (2016) · arXiv (Cornell University) · doi:10.48550/arxiv.1609.02182

Gamification for informal terms lexicon building

Alvarado, F. H. C., & Chen, Y.-S. (2016) · Advances in Social Networks Analysis and Mining · doi:10.5555/3192424.3192678

The Influence of Crowdsourcing Business Model into Artificial Intelligence

Szopa, A. (2016) · Advances in computational intelligence and robotics book series · doi:10.4018/978-1-5225-1656-9.ch002

Audio-based Distributional Semantic Models for Music Auto-tagging and Similarity MeasurementPreprint

Karamanolakis, G., Iosif, E., Zlatintsi, A., Pikrakis, A., & Potamianos, A. (2016) · arXiv (Cornell University) · doi:10.48550/arxiv.1612.08391

Fusion multi-niveaux par boosting pour le tagging automatique

Gaël Richard, A., Essid, S., & Lagrange, M. (2013)

The Augmented Shopping Experience with Intuitive Intelligence and Machine Learning

Kreisel, A. (2019) · Maryland Shared Open Access Repository (USMAI Consortium) · doi:10.13016/m2fil9-fgng

Human based Computation: A solution to Computer Vision Problems

Kaur, P., & Kumar, R. (2018) · International Conference on Advances in Computing, Communication Control and Networking (ICAC3N) · doi:10.1109/icacccn.2018.8748543

Supporting Effective Collective Ideation at Scale

Siangliulue, K. (2017) · Digital Access to Scholarship at Harvard (DASH) (Harvard University)

Gamification for informal terms lexicon building

Alvarado, F. H. C., & Chen, Y.-S. (2016) · IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) · doi:10.1109/asonam.2016.7752418

The Influence of Crowdsourcing Business Model Into Artificial Intelligence

Szopa, A. (2019) · IGI Global eBooks · doi:10.4018/978-1-5225-8182-6.ch027

The Use of Games in Citizen Science Based on Findings from the EyeWire User Study

Jaśkowiec, M., & Kowalska, M. (2023) · Games and Culture · doi:10.1177/15554120231196260

A Quest Through Interconnected Datasets: Lessons From Highly-Cited ICASSP Papers

Liem, C. C. S., Taşcılar, D., & Demetriou, A. M. (2024) · International Workshop on Content-Based Multimedia Indexing (CBMI) · doi:10.1109/cbmi62980.2024.10859219

Digital Games to Build a Knowledge Base

Goria, S. (2025) · Wiley eBooks · doi:10.1002/9781394372591.ch12

Algorithmes de recommandation musicale

Maillet, F. (2009) · doi:10.71781/10290

A Social Network Integrated Game Experiment To Relate Tapping To Speed Perception And Explore Rhythm Reproduction

Bellec, G., Elowsson, A., Friberg, A., Wolff, D., & Weyde, T. (2013) · Zenodo (CERN European Organization for Nuclear Research) · doi:10.5281/zenodo.850197

Politags: Breaking the filter bubble by using human computation techniques to enable diverse personalization

van Zoest, M. (2018) · Research Repository (Delft University of Technology)

Fusion multi-niveaux par boosting pour le tagging automatique

Foucard, R. (2013) · theses.fr (ABES) · doi:10.70675/89c56b4bz28aaz483aza287zd3acfefceba2

Towards Wearable Opportunistic Crowdsensing for Open-Vocabulary Activity Data Collection Through User-Scheduled Trigger-Action Routines

Wang, Z., Ding, Y., Gao, M., Ren, Z., Mariakakis, A. T., Shi, Y., & Wang, Y. (2026) · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · doi:10.1145/3831976

Data for Machine Learning

Law, E., & Yin, M. (2026) · Cambridge University Press eBooks · doi:10.1017/9781108872225.008

Doing Human-Centered Machine Learning

Fiebrink, R., Gillies, M. F. P., & Ramos, G. (2026) · Cambridge University Press eBooks · doi:10.1017/9781108872225.006

Truth discovery under resource constraints

Etuk, A. (2015)

Input-agreement: A New Mechanism for Collecting Data Using Human Computation Games

Law, E., & von Ahn, L. (2009)

Input-evaluation: A new mechanism for collecting data using games with a purpose

Gencer, A. E., Güngör, T., Gürer, A., & Özsoy, A. S. (2012) · IEEE Symposium on Computers and Communications (ISCC) · doi:10.1109/iscc.2012.6249301 · Cited by 1

GiveALink tagging game

Weng, L., & Menczer, F. (2010) · doi:10.1145/1837885.1837894 · Cited by 9

Givealink tagging game: An incentive for social annotation

Weng, L. (2010)

Rethinking the esp game

Weber, I., Robertson, S. E., & Vojnović, M. (2009)