Studying the effect of similarity in online task-focused interactions

Although the Internet provides powerful tools for social interactions, many tasks-for example, information-seeking-are undertaken as solitary activities. Information seekers are unaware of the invisible crowd traveling in parallel to their course through the information landscape. Social navigation systems attempt to make the invisible crowd visible, while social recommender systems try to introduce people directly. However, it is not clear whether users desire or will respond to social cues indicating the presence of other people when they are focused on a task. To investigate this issue, we created an online game-playing task and paired subjects to perform the task based on their responses to a short survey about demographics and interests. We studied how these factors influence task outcomes, the interaction process, and attitudes towards one's partner. We found that demographic similarity affected how people interact with each other, even though this information was not explicit, while similarities or differences in task-relevant interests did not. Our findings suggest guidelines for developing social recommender systems and show the need for further research into conditions that will help such systems succeed.

[1]  John Riedl,et al.  GroupLens: an open architecture for collaborative filtering of netnews , 1994, CSCW '94.

[2]  Gloria Mark,et al.  Why distance matters: effects on cooperation, persuasion and deception , 2002, CSCW '02.

[3]  S. Fiske,et al.  The Handbook of Social Psychology , 1935 .

[4]  Erik Brynjolfsson,et al.  Electronic Communities: Global Villages or Cyberbalkanization? (Best Theme Paper) , 1996, ICIS.

[5]  Marshall W. Van Alstyne,et al.  Electronic Communities : Global Village or Cyberbalkans ? , 1996 .

[6]  Kirsten Swearingen,et al.  Interaction Design for Recommender Systems , 2002 .

[7]  Anind K. Dey,et al.  Everyday Privacy in Ubiquitous Computing Environments , 2002 .

[8]  C. Fischer,et al.  Networks and places: social relations in the urban setting , 1977 .

[9]  Barry M. Staw,et al.  Attribution of the "causes" of performance: A general alternative interpretation of cross-sectional research on organizations. , 1975 .

[10]  Leonard N. Foner A Multi-Agent Referral System for Matchmaking , 1996 .

[11]  David W. Park,et al.  Interpersonal Effects in Computer-Mediated Interaction , 1994 .

[12]  John Riedl,et al.  Explaining collaborative filtering recommendations , 2000, CSCW '00.

[13]  Judith S. Olson,et al.  What mix of video and audio is useful for small groups doing remote real-time design work? , 1995, CHI '95.

[14]  Paul Dourish,et al.  Re-place-ing space: the roles of place and space in collaborative systems , 1996, CSCW '96.

[15]  L. Verbrugge The Structure of Adult Friendship Choices , 1977 .

[16]  Pattie Maes,et al.  Footprints: history-rich tools for information foraging , 1999, CHI '99.

[17]  Henry Lieberman,et al.  Autonomous interface agents , 1997, CHI.

[18]  Michael McGill,et al.  Introduction to Modern Information Retrieval , 1983 .

[19]  Norah E. Dunbar,et al.  Designing interfaces to maximize the quality of collaborative work , 1999, Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers.

[20]  Kristina Höök,et al.  Social navigation of food recipes , 2001, CHI.

[21]  N. Milburn To Dwell Among Friends: Personal Networks in Town and City. , 1983 .

[22]  Mark S. Ackerman,et al.  Expertise recommender: a flexible recommendation system and architecture , 2000, CSCW '00.

[23]  Alfred Kobsa,et al.  Generic User Modeling Systems , 2001, User Modeling and User-Adapted Interaction.

[24]  Doron Cohen,et al.  Livemaps for collection awareness , 2002, Int. J. Hum. Comput. Stud..

[25]  Bart Selman,et al.  Referral Web: combining social networks and collaborative filtering , 1997, CACM.

[26]  Alfred Kobsa User Modeling and User-Adapted Interaction , 2005, User Modeling and User-Adapted Interaction.

[27]  Paul Dourish,et al.  Unpacking "privacy" for a networked world , 2003, CHI '03.

[28]  H. Reis,et al.  Attraction and close relationships. , 1998 .

[29]  S. Turkle Life on the Screen: Identity in the Age of the Internet , 1997 .

[30]  Kristian J. Hammond,et al.  Clustering for opportunistic communication , 2002, WWW '02.

[31]  Robert N. St. Clair,et al.  Recent Advances in Language, Communication, and Social Psychology , 2018 .

[32]  G. Farris,et al.  Effects of performance on leadership, cohesiveness, influence, satisfaction, and subsequent performance. , 2011, The Journal of applied psychology.

[33]  J. Gabarro The development of working relationships , 1990 .

[34]  Elaine Rich,et al.  User Modeling via Stereotypes , 1998, Cogn. Sci..