Three sequential positions of query repair in interactions with internet search engines

Internet search engines display understanding or misunderstanding of user intent in and through the particular batches of results they retrieve and their perceived relevance. Yet understanding is not simply an automatic outcome but a joint interactional achievement between human and machine. If potential troubles with search queries emerge, either the user or the search engine may initiate repair on the query in ways that resemble repair in human conversation as described in conversation analysis. Users can repair their own queries in first or third position, while search engines can initiate repair from second position. However search-engine interactions currently contain no fourth-position repair. Finally search engines may also complete queries collaboratively with users in ways that are similar to but distinct from repair. In this study we examine interactions between users and search engines using a novel approach we call "computer interaction analysis," which utilizes eye-tracking screen video and a novel notation scheme for transcribing it.

[1]  Dan Morris,et al.  Investigating the querying and browsing behavior of advanced search engine users , 2007, SIGIR.

[2]  E. Schegloff,et al.  The preference for self-correction in the organization of repair in conversation , 1977 .

[3]  David Frohlich,et al.  Management of Repair in Human-Computer Interaction , 1994, Hum. Comput. Interact..

[4]  Christoph Hölscher,et al.  Web search behavior of Internet experts and newbies , 2000, Comput. Networks.

[5]  Eric Hauser,et al.  Conversation Analysis: Studies from the First Generation , 2006 .

[6]  Christian Heath,et al.  Embodied reference: A study of deixis in workplace interaction , 2000 .

[7]  E. Schegloff Repair After Next Turn: The Last Structurally Provided Defense of Intersubjectivity in Conversation , 1992, American Journal of Sociology.

[8]  Amanda Spink,et al.  Real life information retrieval: a study of user queries on the Web , 1998, SIGF.

[9]  Nicholas J. Belkin,et al.  Query reformulation, search performance, and term suggestion devices in question-answering tasks , 2008, IIiX.

[10]  David Frohlich,et al.  Computers and conversation , 1990 .

[11]  Robert W. Reeder,et al.  Information scent as a driver of Web behavior graphs: results of a protocol analysis method for Web usability , 2001, CHI.

[12]  M. Engelmann The Philosophical Investigations , 2013 .

[13]  Graham Button,et al.  Going Up a Blind Alley: Conflating Conversation Analysis and Computational Modelling , 1990 .

[14]  Monika Henzinger,et al.  Analysis of a very large web search engine query log , 1999, SIGF.

[15]  Thorsten Joachims,et al.  Eye-tracking analysis of user behavior in WWW search , 2004, SIGIR '04.

[16]  Steve Benford,et al.  Virtually Missing the Point: Configuring CVEs for Object-Focused Interaction , 2001, Collaborative Virtual Environments.

[17]  Paul McIlvenny Communicative Action and Computers , 1990 .

[18]  Angela Cora Garcia,et al.  The Eyes of the Beholder: Understanding the Turn-Taking System in Quasi-Synchronous Computer-Mediated Communication , 1999 .

[19]  Pirkko Liisa Raudaskoski Repair Work in Human-Computer Interaction , 1990 .

[20]  Niranjan Balasubramanian,et al.  Exploring reductions for long web queries , 2010, SIGIR.

[21]  Ian Alexander Designing Collaborative Systems. A Practical Guide to Ethnography , 2003, Eur. J. Inf. Syst..

[22]  Gene H. Lerner Collaborative turn sequences , 2004 .

[23]  Robert J. Moore,et al.  Doing Virtually Nothing: Awareness and Accountability in Massively Multiplayer Online Worlds , 2007, Computer Supported Cooperative Work (CSCW).

[24]  Anne Aula,et al.  How does search behavior change as search becomes more difficult? , 2010, CHI.

[25]  H. Garfinkel Studies in Ethnomethodology , 1968 .

[26]  Christian Greiffenhagen,et al.  Visual repairables: analysing the work of repair in human–computer interaction , 2009 .

[27]  Soo Young Rieh,et al.  Analysis of multiple query reformulations on the web: The interactive information retrieval context , 2006, Information Processing & Management.

[28]  Christian Heath,et al.  The Practicalities of Menu Use: Improvisation in Screen-Based Activity , 1993 .

[29]  Lucy Suchman Plans and situated actions: the problem of human-machine communication , 1987 .

[30]  Robert J. Moore,et al.  When names fail: Referential practice in face-to-face service encounters , 2008, Language in Society.