Folksonomies: Spontaneous crowd sourcing with online early detection potential?

Abstract This article focuses on the analysis of this distributed, heterogeneous, open and continuous production of “data about data” and its possible contribution to early detection objectives. It assesses whether the related processes of open classification and free annotation could provide promising results not only for information retrieval goals, which they are meant for, but also for detecting weak signals of incoming changes.

[1]  D. Weinberger Everything Is Miscellaneous: The Power of the New Digital Disorder , 2007 .

[2]  Kathleen M. Sutcliffe,et al.  Special Issue: Frontiers of Organization Science, Part 1 of 2: Organizing and the Process of Sensemaking , 2005, Organ. Sci..

[3]  Chris Anderson,et al.  The Long Tail: Why the Future of Business is Selling Less of More , 2006 .

[4]  Bernardo A. Huberman,et al.  Usage patterns of collaborative tagging systems , 2006, J. Inf. Sci..

[5]  Mor Naaman,et al.  HT06, tagging paper, taxonomy, Flickr, academic article, to read , 2006, HYPERTEXT '06.

[6]  P. Ball Critical Mass: How One Thing Leads to Another , 2004 .

[7]  Marieke Guy,et al.  Folksonomies: Tidying Up Tags? , 2006, D Lib Mag..

[8]  M. Crépel Les folksonomies comme support émergent de navigation sociale et de structuration de l'information sur le web , 2008 .

[9]  H. Ansoff,et al.  Managing Strategic Surprise by Response to Weak Signals , 1975 .

[10]  Alex Wright Glut: Mastering Information Through the Ages , 2007 .

[11]  Olivier Glassey,et al.  Exploring the weak signals of starts-ups as a folksonomic system , 2009, Technol. Anal. Strateg. Manag..

[12]  Pierre Rossel,et al.  Weak signals as a flexible framing space for enhanced management and decision-making , 2009, Technol. Anal. Strateg. Manag..

[13]  Emile Durkheim,et al.  [1] De quelques formes primitives de classification. Contribution à l’étude des représentations collectives , 2002 .

[14]  H. Igor Ansoff,et al.  Conceptual underpinnings of systematic strategic management , 1985 .

[15]  Don Tapscott,et al.  Wikinomics: How Mass Collaboration Changes Everything , 2006 .

[16]  Hector Garcia-Molina,et al.  Collaborative Creation of Communal Hierarchical Taxonomies in Social Tagging Systems , 2006 .

[17]  Tony Hammond,et al.  Social Bookmarking Tools (II): A Case Study - Connotea , 2005, D Lib Mag..

[18]  Enrico Motta,et al.  Improving Folksonomies Using Formal Knowledge: A Case Study on Search , 2009, ASWC.

[19]  Leena Ilmola,et al.  Filters in the Strategy Formulation Process , 2003, J. Univers. Comput. Sci..

[20]  Tony Hammond,et al.  Social Bookmarking Tools (I): A General Overview , 2005, D Lib Mag..

[21]  Paul Miller,et al.  Metadata for the Masses , 1996 .

[22]  P. Schmitz,et al.  Inducing Ontology from Flickr Tags , 2006 .

[23]  Peter Mika Ontologies Are Us: A Unified Model of Social Networks and Semantics , 2005, International Semantic Web Conference.

[24]  Elin K. Jacob,et al.  Classification and Categorization: A Difference that Makes a Difference , 2004, Libr. Trends.

[25]  Seana Coulson,et al.  Semantic Leaps: FRAME-SHIFTING , 2001 .

[26]  Jennifer Trant Tagging, Folksonomy and Art Museums: Early Experiments and Ongoing Research , 2009, J. Digit. Inf..

[27]  Ravi Kumar,et al.  Visualizing tags over time , 2007, ACM Trans. Web.

[28]  Nicolas Auray,et al.  Folksonomy: The New Way to Serendipity , 2007 .

[29]  Susan Leigh Star,et al.  Sorting Things Out: Classification and Its Consequences , 1999 .

[30]  Masatoshi Yoshikawa,et al.  Trend Prediction in Social Bookmark Service Using Time Series of Bookmarks , 2008 .

[31]  Iis P. Tussyadiah,et al.  Mediating tourist experiences: access to places via shared videos. , 2009 .

[32]  Valentin Robu,et al.  The complex dynamics of collaborative tagging , 2007, WWW '07.

[33]  Rajeev Motwani,et al.  The PageRank Citation Ranking : Bringing Order to the Web , 1999, WWW 1999.