A Personalized Recommender System for Writing in the Internet Age

Writing is a complex task and several computer systems have been developed in order to support writing. Most of these systems, however, are mainly designed with the purpose of supporting the processes of planning, organizing and connecting ideas. In general, these systems help writers to formulate external visual representations of their ideas and connections of the main topics that should be addressed in the paper, sequence of the sections, etc. With the advent of the world wide web, writing and finding information for the written text has become increasingly intertwined. Consequently, it is necessary to develop systems able to support the task of finding relevant information during writing, without interfering with the writing process proper. In this paper we present the Proactive Recommender System: À propos. This system is being developed in order to support writers in the difficult task of finding appropriate relevant information during writing. We raise the question whether the tendency to interleave (re)search and writing implies a need for developing more comprehensive models of the cognitive processes involved in writing scientific and policy papers.

[1]  Jeff Conklin,et al.  Hypertext: An Introduction and Survey , 1987, Computer.

[2]  J. Hayes A new framework for understanding cognition and affect in writing. , 1996 .

[3]  Denis Alamargot,et al.  ACCESSING REFERENTIAL INFORMATION DURING TEXT COMPOSITION :WHEN AND WHY ? , 1999 .

[4]  David Kaufer,et al.  The role of external representation in the writing process: implications for the design of hypertext-based writing tools , 1989, Hypertext.

[5]  Bruce K. Britton,et al.  Computer writing environments : theory, research, and design , 1989 .

[6]  Pattie Maes,et al.  Just-in-time information retrieval , 2000 .

[7]  John B. Smith,et al.  A hypertext writing environment and its cognitive basis (panel session) , 1987, Hypertext.

[8]  T. Dkaki,et al.  Current Research in Information Sciences and Technologies , 2006 .

[9]  R. T. Kellogg A model of working memory in writing. , 1996 .

[10]  L. W. Gregg,et al.  À propos: Pro-active personalization for professional document writing , 2002 .

[11]  Susan Dunman,et al.  Seeking meaning: A process approach to library and information services , 1996 .

[12]  Mari Carmen Puerta Melguizo,et al.  A proactive recommendation system for writing: Helping without disrupting , 2009 .

[13]  R. Abbott,et al.  Assessment of planning, translating, and revising in junior high writers , 1996 .

[14]  Mari Carmen Puerta Melguizo,et al.  What a Proactive Recommendation System Needs - Relevance, Non-Intrusiveness, and a New Long-Term Memory , 2007, ICEIS.

[15]  Kristian J. Hammond,et al.  Watson: Anticipating and Contextualizing Information Needs , 1999 .

[16]  M. de Rijke,et al.  Broad expertise retrieval in sparse data environments , 2007, SIGIR.

[17]  Brian P. Bailey,et al.  Towards an index of opportunity: understanding changes in mental workload during task execution , 2004, CHI.

[18]  Christina Haas,et al.  Writing Technology: Studies on the Materiality of Literacy , 1995 .

[19]  Jacek Gwizdka,et al.  Implicit measures of lostness and success in web navigation , 2007, Interact. Comput..

[20]  C. Michael Levy,et al.  The Science of Writing : Theories, Methods, Individual Differences and Applications , 1996 .

[21]  T. D. Wilson,et al.  Review of: Kuhlthau, Carol Collier. Seeking meaning: a process approach to library and information services. 2nd. ed. Westport, CT: Libraries Unlimited, 2004 , 2004, Inf. Res..

[22]  Antal van den Bosch,et al.  Authoritative Re-ranking of Search Results , 2006, ECIR.

[23]  T. Dkakia,et al.  A new method for information retrieval based on graph comparison Pages : 3-7 Current Research in Information Sciences and Technologies Multidisciplinary Approaches to Global Information Systems , 2006 .