Search behavior of media professionals at an audiovisual archive: A transaction log analysis

Finding audiovisual material for reuse in new programs is an important activity for news producers, documentary makers, and other media professionals. Such professionals are typically served by an audiovisual broadcast archive. We report on a study of the transaction logs of one such archive. The analysis includes an investigation of commercial orders made by the media professionals and a characterization of sessions, queries, and the content of terms recorded in the logs. One of our key findings is that there is a strong demand for short pieces of audiovisual material in the archive. In addition, while searchers are generally able to quickly navigate to a usable audiovisual broadcast, it takes them longer to place an order when purchasing a subsection of a broadcast than when purchasing an entire broadcast. Another key finding is that queries predominantly consist of (parts of) broadcast titles and of proper names. Our observations imply that it may be beneficial to increase support for finegrained access to audiovisual material, for example, through manual segmentation or content-based analysis.

[1]  Corinne Jörgensen,et al.  Image querying by image professionals , 2005, J. Assoc. Inf. Sci. Technol..

[2]  Christos Diou,et al.  Image annotation using clickthrough data , 2009, CIVR '09.

[3]  Carolyn Watters,et al.  A field study characterizing Web-based information-seeking tasks , 2007 .

[4]  PuHsiao-Tieh An analysis of failed queries for web image retrieval , 2008 .

[5]  Maarten de Rijke,et al.  Shallow Morphological Analysis in Monolingual Information Retrieval for Dutch, German, and Italian , 2001, CLEF.

[6]  Amanda Spink,et al.  Defining a session on Web search engines , 2007, J. Assoc. Inf. Sci. Technol..

[7]  Ronald E. Rice,et al.  The use of computer-monitored data in information science and communication research , 1983, J. Am. Soc. Inf. Sci..

[8]  Johan Oomen,et al.  Images for the Future: Unlocking the Value of Audiovisual Heritage , 2009 .

[9]  Amanda Spink,et al.  Multimedia Web searching trends: 1997-2001 , 2003, Inf. Process. Manag..

[10]  Amanda Spink,et al.  Real life, real users, and real needs: a study and analysis of user queries on the web , 2000, Inf. Process. Manag..

[11]  Bernard J. Jansen,et al.  A review of web searching studies and a framework for future research , 2001 .

[12]  Marcel Worring,et al.  Content-Based Image Retrieval at the End of the Early Years , 2000, IEEE Trans. Pattern Anal. Mach. Intell..

[13]  Michael G. Christel Establishing the utility of non-text search for news video retrieval with real world users , 2007, ACM Multimedia.

[14]  Amanda Spink,et al.  The Effect of Specialized Multimedia Collections on Web Searching , 2004, J. Web Eng..

[15]  Gilad Mishne,et al.  A Study of Blog Search , 2006, ECIR.

[16]  Peter G. B. Enser,et al.  Analysis of user need in image archives , 1997, J. Inf. Sci..

[17]  Morten Hertzum,et al.  Requests for information from a film archive: a case study of multimedia retrieval , 2003, J. Documentation.

[18]  Peter G. B. Enser,et al.  VIRAMI - Visual Information Retrieval for Archival Moving Imagery , 2001, ICHIM.

[19]  Erwin Panofsky,et al.  Studies in Iconology , 1962 .

[20]  Daniel E. Rose,et al.  Understanding user goals in web search , 2004, WWW '04.

[21]  Klaus Krippendorff,et al.  Content Analysis: An Introduction to Its Methodology , 1980 .

[22]  Fabio Crestani,et al.  A statistical comparison of tag and query logs , 2009, SIGIR.

[23]  Bernard J. Jansen,et al.  The Methodology of Search Log Analysis , 2009 .

[24]  Amanda Spink,et al.  Determining the informational, navigational, and transactional intent of Web queries , 2008, Inf. Process. Manag..

[25]  Tom Peters,et al.  The history and development of transaction log analysis , 1993 .

[26]  Franciska de Jong,et al.  Multimedia Search Without Visual Analysis: The Value of Linguistic and Contextual Information , 2007, IEEE Transactions on Circuits and Systems for Video Technology.

[27]  Andrei Broder,et al.  A taxonomy of web search , 2002, SIGF.

[28]  Marcel Worring,et al.  Concept-Based Video Retrieval , 2009, Found. Trends Inf. Retr..

[29]  Hsiao-Tieh Pu,et al.  An analysis of failed queries for web image retrieval , 2008, J. Inf. Sci..

[30]  Marcel Worring,et al.  Adding Semantics to Detectors for Video Retrieval , 2007, IEEE Transactions on Multimedia.

[31]  Amanda Spink,et al.  A study and comparison of multimedia Web searching: 1997-2006 , 2009, J. Assoc. Inf. Sci. Technol..

[32]  R. Edmondson Audiovisual archiving : philosophy and principles , 2004 .