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http://dx.doi.org/10.1633/JISTaP.2017.5.2.1

Analyzing Crowdsourced Mobile Content: Do Games Make a Difference?  

Pe-Than, Ei Pa Pa (Institute for Software Research School of Computer Science Carnegie Mellon University)
Goh, Dion Hoe-Lian (Wee Kim Wee School of Communication and Information Nanyang Technological University Singapore)
Lee, Chei Sian (Wee Kim Wee School of Communication and Information Nanyang Technological University Singapore)
Publication Information
Journal of Information Science Theory and Practice / v.5, no.2, 2017 , pp. 6-16 More about this Journal
Abstract
Populating information-rich online environments through crowdsourcing is increasingly becoming popular. One approach to motivate participation is via games. That is, a crowdsourcing game offers entertainment while generating useful outputs as byproducts of gameplay. A gap in current research is that actual usage patterns of crowdsourcing games have not been investigated thoroughly. We thus compare content creation patterns in a game for crowdsourcing mobile content against a non-game version. Our analysis of 3,323 contributions in both apps reveal 10 categories including those that conform to the traditional notion of mobile content created to describe locations of interest, and those that are social in nature. We contend that both types of content are potentially useful as they meet different needs. Further, the distribution of categories varied across the apps suggests that games shape behavior differently from non-game-based approaches to crowdsourcing.
Keywords
Crowdsourcing games; human computation; mobile content; content analysis; evaluation;
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1 Bell, M., Reeves, S., Brown, B., Sherwood, S., MacMillan, D., Ferguson, J., & Chalmers, M. (2009, April). EyeSpy: Supporting navigation through play. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (pp. 123-132). ACM.
2 Celino, I., Cerizza, D., Contessa, S., Corubolo, M., Dell'Aglio, D., Valle, E. D., & Fumeo, S. (2012, September). Urbanopoly-A Social and Location-Based Game with a Purpose to Crowdsource Your Urban Data. In Proceedings of the 2012 International Conference on Privacy, Security, Risk and Trust (PASSAT), and 2012 International Confernece on Social Computing (SocialCom) (pp. 910-913). IEEE.
3 Celino, I., Contessa, S., Corubolo, M., Dell'Aglio, D., Della Valle, E., Fumeo, S., & Kruger, T. (2012). Linking smart cities datasets with human computation-the case of urbanmatch. The Semantic Web-ISWC 2012, 34-49.
4 Deng, J., Dong, W., Socher, R., Li, L. J., Li, K., & Fei-Fei, L. (2009, June). Imagenet: A large-scale hierarchical image database. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (pp. 248-255). IEEE.
5 Doan, A., Ramakrishnan, R., & Halevy, A. Y. (2011). Crowdsourcing systems on the world-wide web. Communications of the ACM, 54(4), 86-96.   DOI
6 Dulacka, P., & Bielikova, M. (2012, September). Validation of music metadata via game with a purpose. In Proceedings of the 8th International Conference on Semantic Systems (pp. 177-180). ACM.
7 Entertainment Software Association, (2016). Essential facts about the computer and video game industry. Retrieved from http://www.theesa.com/wp-content/uploads/2016/04/Essential-Facts-2016.pdf.
8 Goh, D. H. L., Razikin, K., Chua, A. Y., Lee, C. S., & Tan, K. T. (2011, October). Understanding location-based information sharing in a mobile human computation game. In Proceedings of the 2011 International Conference on Internet of things (iThings/ CPSCom) and 4th International Conference on Cyber, Physical and Social Computing (pp. 209-216). IEEE.
9 Goh, D. H., & Lee, C. S. (2011). Perceptions, quality and motivational needs in image tagging human computation games. Journal of Information Science, 37(5), 515-531.   DOI
10 Han, K., Graham, E. A., Vassallo, D., & Estrin, D. (2011). Enhancing motivation in a mobile participatory sensing project through gaming. In Proceedings of the 2011 IEEE 3rd International Conference on Privacy, Security, Risk and Trust (PASSAT) and 2011 IEEE Third International Conference on Social Computing (SocialCom) (pp. 1443-1448). IEEE.
11 Heit, E. (2000). Properties of inductive reasoning. Psychonomic Bulletin & Review, 7(4), 569-592.   DOI
12 Humphreys, L., Gill, P., Krishnamurthy, B., & Newbury, E. (2013). Historicizing new media: A content analysis of Twitter. Journal of Communication, 63(3), 413-431.   DOI
13 Ipeirotis, P. G., & Paritosh, P. K. (2011). Managing crowdsourced human computation: A tutorial. In Proceedings of the 20th international conference companion on World Wide Web (pp. 287-288). ACM.
14 Kirriemuir, J. (2005). Parallel worlds-online games and digital information services. D-Lib Magazine, 11(12). Retrieved from http://www.dlib.org/dlib/december05/kirriemuir/12kirriemuir.html.
15 Lee, C. S., Goh, D. H. L., Chua, A. Y., & Ang, R. P. (2010). Indagator: Investigating perceived gratifications of an application that blends mobile content sharing with gameplay. Journal of the Association for Information Science and Technology, 61(6), 1244-1257.
16 Massung, E., Coyle, D., Cater, K. F., Jay, M., & Preist, C. (2013). Using crowdsourcing to support pro-environmental community activism. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (pp. 371-380). ACM.
17 Naaman, M., Boase, J., & Lai, C. H. (2010). Is it really about me?: Message content in social awareness streams. In Proceedings of the 2010 ACM conference on Computer supported cooperative work (pp. 189-192). ACM.
18 Goh, H.-L. D., Lee, C. S., & Low, G. (2012). “I played games as there was nothing else to do” Understanding motivations for using mobile content sharing games. Online Information Review, 36(6), 784-806.   DOI
19 Pe-Than, E. P. P., Goh, D. H. L., & Lee, C. S. (2014). Making work fun: Investigating antecedents of perceived enjoyment in human computation games for information sharing. Computers in Human Behavior, 39, 88-99.   DOI
20 Poesio, M., Chamberlain, J., Kruschwitz, U., Robaldo, L., & Ducceschi, L. (2013). Phrase detectives: Utilizing collective intelligence for Internet-scale language resource creation. ACM Transactions on Interactive Intelligent Systems (TiiS), 3(1), 3.
21 Prandi, C., Salomoni, P., Roccetti, M., Nisi, V., & Nunes, N. J. (2016). Walking with Geo-Zombie: A pervasive game to engage people in urban crowdsourcing. In Proceedings of the International Conference on Computing, Networking and Communications (pp. 1-5). IEEE.
22 Procyk, J., & Neustaedter, C. (2014). GEMS: The design and evaluation of a location-based storytelling game. In Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing (pp. 1156-1166). ACM.
23 Rogers, Y., Connelly, K., Tedesco, L., Hazlewood, W., Kurtz, A., Hall, R. E., & Toscos, T. (2007). Why it's worth the hassle: The value of in-situ studies when designing ubicomp. In Proceedings of the International Conference on Ubiquitous Computing (pp. 336-353). Springer Berlin Heidelberg.
24 Schenk, E., & Guittard, C. (2011). Towards a characterization of crowdsourcing practices. Journal of Innovation Economics & Management, 1, 93-107.
25 Schneider, D., de Souza, J., & Lucas, E. M. (2014). Towards a typology of social news apps from a Crowd Computing perspective. In Proceedings of the IEEE International Conference on Systems, Man and Cybernetics (pp. 1134-1140). IEEE.
26 Neuendorf, K. A. (2002). The content analysis guidebook. Sage Publications, Inc. In Library of Congress. CA: United States.
27 Tuite, K., Snavely, N., Hsiao, D. Y., Tabing, N., & Popovic, Z. (2011). PhotoCity: Training experts at large-scale image acquisition through a competitive game. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (pp. 1383-1392). ACM.
28 Vannella, D., Jurgens, D., Scarfini, D., Toscani, D., & Navigli, R. (2014). Validating and Extending Semantic Knowledge Bases using Video Games with a Purpose. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, ACL (1) (pp. 1294-1304).
29 Von Ahn, L., & Dabbish, L. (2004). Labeling images with a computer game. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (pp. 319-326). ACM.
30 Wu, J., & Liu, D. (2007). The effects of trust and enjoyment on intention to play online games. Journal of Electronic Commerce Research, 8(2), 128.
31 Yuen, M. C., Chen, L. J., & King, I. (2009). A survey of human computation systems. In Proceedings of the International Conference on Computational Science and Engineering (Vol. 4, pp. 723-728). IEEE.