The language of information need: Differentiating conscious and formalized information needs

Abstract Information need is a fundamental concept within Information Science. Robert Taylor's seminal contribution in 1968 was to propose a division of information needs into four levels: the visceral, conscious, formalized and compromised levels of information need. Taylor's contribution has provided much inspiration to Information Science research but this has largely remained at the discursive and conceptual level. In this paper, we present a novel empirical investigation of Taylor's information need classification. We analyse the linguistic differences between conscious and formalized needs using several hundred postings to four major Internet discussion groups. We show that descriptions of conscious needs are more emotional in tone, involve more sensory perception and contain different temporal dimensions than descriptions of formalized needs. We show that it is possible to differentiate levels of information need based on linguistic patterns and that the language used to express information needs can reflect an individual's understanding of their information problem. This has implications for the theory of information needs and practical implications for supporting moderators of online news groups in responding to information needs and for developing automated support for classifying information needs.

[1]  Aditya Johri,et al.  Needle in a haystack: Identifying learner posts that require urgent response in MOOC discussion forums , 2018, Comput. Educ..

[2]  Christine Yates,et al.  Exploring variation in the ways of experiencing health information literacy: A phenomenographic study , 2015 .

[3]  Ian Ruthven,et al.  Relationships, environment, health and development: The information needs expressed online by young first‐time mothers , 2018, J. Assoc. Inf. Sci. Technol..

[4]  Benno Torgler,et al.  The emergence of emotions and religious sentiments during the September 11 disaster , 2013 .

[5]  A. Babrow Communication and problematic integration: Milan Kundera's “lost letters” in the book of laughter and forgetting , 1995 .

[6]  Annemaree Lloyd,et al.  Information literacy landscapes: an emerging picture , 2006, J. Documentation.

[7]  Robert S. Taylor Question-Negotiation and Information Seeking in Libraries , 1968, Coll. Res. Libr..

[8]  Jina Huh,et al.  Text classification for assisting moderators in online health communities , 2013, J. Biomed. Informatics.

[9]  J. Pennebaker,et al.  The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods , 2010 .

[10]  Charles Cole,et al.  A theory of information need for information retrieval that connects information to knowledge , 2011, J. Assoc. Inf. Sci. Technol..

[11]  Ágústa Pálsdóttir From Noticing to Suspecting: The Initial Stages in the Information Behaviour of Informal Caregivers of People with Dementia , 2017, HCI.

[12]  Naresh Kumar Agarwal,et al.  Towards a definition of serendipity in information behaviour , 2015, Inf. Res..

[13]  Ioannis Arapakis,et al.  Theories, methods and current research on emotions in library and information science, information retrieval and human-computer interaction , 2011, Inf. Process. Manag..

[14]  Francis Tuerlinckx,et al.  The Dynamic Interplay between Appraisal and Core Affect in Daily Life , 2012, Front. Psychology.

[15]  Joemon M. Jose,et al.  On cognition, emotion, and interaction aspects of search tasks with different search intentions , 2013, WWW '13.

[16]  Yan Zhang,et al.  Toward a layered model of context for health information searching: An analysis of consumer-generated questions , 2013, J. Assoc. Inf. Sci. Technol..

[17]  Chirag Shah,et al.  From bad to good: An investigation of question quality and transformation , 2013, ASIST.

[18]  Brenda Dervin,et al.  Sense-making theory and practice: an overview of user interests in knowledge seeking and use , 1998, J. Knowl. Manag..

[19]  Chirag Shah,et al.  A machine learning-based approach to predicting success of questions on social question-answering , 2013 .

[20]  Ian Ruthven,et al.  Using internet groups in situations of information poverty: Topics and information needs , 2014, J. Assoc. Inf. Sci. Technol..

[21]  Mark Dredze,et al.  Quantifying Mental Health Signals in Twitter , 2014, CLPsych@ACL.

[22]  N. Godbold,et al.  Listening to bodies and watching machines: Developing health information skills, tools and services for people living with chronic kidney disease , 2013 .

[23]  Julia Bullard,et al.  It takes a jerk to make a conversation into an archive , 2013 .

[24]  M. G. Bulmer,et al.  Principles of Statistics. , 1969 .

[25]  D. Brashers Communication and Uncertainty Management. , 2001 .

[26]  Lynn Westbrook “I’m Not a Social Worker”: An Information Service Model for Working with Patrons in Crisis , 2015, The Library Quarterly.

[27]  Jenny Bronstein,et al.  Is this OCD?: Exploring conditions of information poverty in online support groups dealing with obsessive compulsive disorder , 2014, Inf. Res..

[28]  Peter Ingwersen,et al.  Search Procedures in the Library - Analysed from the Cognitive Point of View , 1982, J. Documentation.

[29]  Olsson Being in place: embodied information practices , 2017 .

[30]  Svetlana Yarosh,et al.  Group Finder: Finding the "Right": Online Support Groups for People in Recovery , 2016, CSCW '16 Companion.

[31]  Chirag Shah,et al.  "How much change do you get from 40$?" - Analyzing and addressing failed questions on social Q&A , 2012, ASIST.

[32]  Jonatan Lundin Towards a normative conceptual framework for information-seeking studies in technical communication , 2014, ISDOC.

[33]  P. Ormandy Defining information need in health – assimilating complex theories derived from information science , 2011, Health Expectations.

[34]  Carol Collier Kuhlthau,et al.  Seeking Meaning: a process approach to library and information services" Ablex Publishing , 2003 .

[35]  Alton Yeow-Kuan Chua,et al.  Answers or no answers: Studying question answerability in Stack Overflow , 2015, J. Inf. Sci..

[36]  Reijo Savolainen Approaching the motivators for information seeking: The viewpoint of attribution theories , 2013 .

[37]  D. Goldsmith,et al.  Information Seeking and Avoiding in Health Contexts , 2002 .

[38]  Jenny Bronstein,et al.  Looking for “normal”: Sense making in the context of health disruption , 2017, J. Assoc. Inf. Sci. Technol..

[39]  Charles Cole,et al.  Information Need and the Beginning of Information Search , 2015 .

[40]  T. van Achterberg,et al.  Nurses’ worry or concern and early recognition of deteriorating patients on general wards in acute care hospitals: a systematic review , 2015, Critical Care.

[41]  Reijo Savolainen,et al.  Approaching the affective factors of information seeking: the viewpoint of the information search process model , 2015, Inf. Res..

[42]  S. Haas,et al.  Communication in the management of uncertainty: The case of persons living with HIV or AIDS , 2000 .

[43]  Reijo Savolainen,et al.  Conceptualizing information need in context , 2012, Inf. Res..

[44]  Ryen W. White,et al.  A study of factors affecting the utility of implicit relevance feedback , 2005, SIGIR '05.

[45]  S. Murphy The reference narrative , 2005 .

[46]  Marco Guerini,et al.  FBK: Sentiment Analysis in Twitter with Tweetsted , 2013, *SEMEVAL.

[47]  Anna Hampson Lundh,et al.  Studying information needs as question-negotiations in an educational context: a methodological comment , 2010, Inf. Res..

[48]  Yan Zhang,et al.  Searching : an Analysis of Questions in a Social Q & A Community , 2010 .

[49]  F. Timmins Exploring the concept of 'information need'. , 2006, International journal of nursing practice.

[50]  Reijo Savolainen,et al.  Elaborating the motivational attributes of information need and uncertainty , 2012, Inf. Res..

[51]  Yu-Wei Chang,et al.  The influence of Taylor's paper, Question-Negotiation and Information-Seeking in Libraries , 2013, Inf. Process. Manag..

[52]  G. Eysenbach,et al.  Ethical issues in qualitative research on internet communities , 2001, BMJ : British Medical Journal.

[53]  Ian Ruthven,et al.  Isolated, overwhelmed, and worried: Young first‐time mothers asking for information and support online , 2018, J. Assoc. Inf. Sci. Technol..

[54]  Andrea J. Copeland From Fear to Flow: Personality and information interaction , 2012, J. Assoc. Inf. Sci. Technol..

[55]  Jill Clark,et al.  Intuition and the development of expertise in surgical ward and intensive care nurses. , 2002, Journal of advanced nursing.

[56]  Chirag Shah,et al.  Questioning the Question -- Addressing the Answerability of Questions in Community Question-Answering , 2014, 2014 47th Hawaii International Conference on System Sciences.

[57]  Bernard J. Jansen,et al.  Identifying and predicting the desire to help in social question and answering , 2017, Inf. Process. Manag..

[58]  Theresa Dirndorfer Anderson,et al.  Uncertainty in action: observing information seeking within the creative processes of scholarly research , 2006, Inf. Res..

[59]  Carol Collier Kuhlthau Inside the Search Process: Information Seeking from the User's Perspective. , 1991 .

[60]  David A. Tyckoson Question-Negotiation and Information Seeking in Libraries: A Timeless Topic in a Timeless Article , 2015, Coll. Res. Libr..

[61]  J. R. Landis,et al.  The measurement of observer agreement for categorical data. , 1977, Biometrics.

[62]  Reijo Savolainen,et al.  Information need as trigger and driver of information seeking: a conceptual analysis , 2017, Aslib J. Inf. Manag..

[63]  Nicholas J. Belkin,et al.  Ask for Information Retrieval: Part I. Background and Theory , 1997, J. Documentation.

[64]  Eduard Hoenkamp,et al.  About the 'Compromised Information Need' and Optimal Interaction as Quality Measure for Search Interfaces , 2015, SIGIR.

[65]  Dania Bilal,et al.  Information and Emotion: The Emergent Affective Paradigm in Information Behavior Research and Theory , 2007 .

[66]  Reijo Savolainen Emotions as motivators for information seeking: A conceptual analysis , 2014 .