Searching for Cultural Heritage Information. Ontology-based Modeling of User Needs

English) This PhD dissertation investigates users’ actual information needs when they search for cultural heritage information and examines how their needs map to ontologies such as CIDOC Conceptual Reference Model (CRM). With the invention of the semantic web and increasing demand for global search across cultural heritage data, ontologies such as CIDOC CRM have been developed to provide an extensible semantic framework to formally describe the implicit and explicit relationships of cultural-heritage concepts. This ontology provides a basis for meaningful integrated access to semantically heterogeneous data. Currently, ontologies are developed by domain experts and system developers. In this project, qualitative research incorporating user’s perspective and actual needs is used to complement our understanding of how well the ontologies model user’s needs. With a naturalistic approach, this study has conducted contextual inquiry to explore user’s information needs. Analyzing the qualitative data reveals that the information needs can be grouped into four emergent categories of Fact-finding, Entity-finding, Resource-finding, and Context-finding. As the result of analysis, the model of semantic information needs has been introduced that can be considered as an extension to Taylor’s levels of information needs. Based on the ontological analysis of information needs, some general patterns have been discovered and projected onto CIDOC CRM. The findings of this research show that ontology-based information systems can be built upon a limited types of entities and properties to meet a broad range of information needs.

[1]  Pertti Vakkari,et al.  A theory of the task-based information retrieval process: a summary and generalisation of a longitudinal study , 2001, J. Documentation.

[2]  Gerald Jahoda The Process of Answering Reference Questions. A Test of a Descriptive Model. , 1977 .

[3]  Karen Coyle FRBR, Twenty Years On , 2015 .

[4]  N. Roberts,et al.  Value-added processes in information systems , 1986 .

[5]  Kim Tallerås,et al.  User conceptualizations of derivative relationships in the bibliographic universe , 2018, J. Documentation.

[6]  Don R. Swanson,et al.  Subjective versus Objective Relevance in Bibliographic Retrieval Systems , 1986, The Library Quarterly.

[7]  Melvin J. Voigt Scientists' approaches to information , 1961 .

[8]  Pat Bazeley,et al.  Qualitative Data Analysis: Practical Strategies , 2013 .

[9]  Pragya Agarwal,et al.  Ontological considerations in GIScience , 2005, Int. J. Geogr. Inf. Sci..

[10]  A. O'Neill,et al.  The "Known" in Known-Item Searches: Empirical Support for User-Centered Design (Research Note) , 1995 .

[11]  Nicholas J. Belkin,et al.  Information Concepts for Information Science , 1978, J. Documentation.

[12]  Thomas R. Gruber,et al.  A translation approach to portable ontology specifications , 1993, Knowl. Acquis..

[13]  T. D. Wilson,et al.  Models in information behaviour research , 1999, J. Documentation.

[14]  Nicholas J. Belkin,et al.  Ask for Information Retrieval: Part II. Results of a Design Study , 1982, J. Documentation.

[15]  Martin Doerr,et al.  The CIDOC Conceptual Reference Model - A New Standard for Knowledge Sharing , 2007, ER.

[16]  Martin Doerr,et al.  Electronic esperanto – The Role of the oo CIDOC Reference Model , 1999 .

[17]  Denis Joseph Grogan Practical Reference Work , 1979 .

[18]  Maja Zumer,et al.  Mental models of the bibliographic universe. Part 1: mental models of descriptions , 2010, J. Documentation.

[19]  Carol Collier Kuhlthau,et al.  Inside the search process: Information seeking from the user's perspective , 1991, J. Am. Soc. Inf. Sci..

[20]  Laurian M. Chirica,et al.  The entity-relationship model: toward a unified view of data , 1975, SIGF.

[21]  J. Creswell Qualitative inquiry and research design: Choosing among five approaches, 2nd ed. , 2007 .

[22]  Leif Andresen Dublin Core as a tool for interoperability: Common presentation of data from archives, libraries and museums , 2006, Dublin Core Conference.

[23]  Pia Borlund,et al.  The concept of relevance in IR , 2003, J. Assoc. Inf. Sci. Technol..

[24]  Jon Holmen Documenting two histories at once : Digging into archaeology , 2004 .

[25]  Susan J. Winter,et al.  The Effect of Task Type and Information Format on Web Searching Performance , 2006, ICIS.

[26]  Katriina Byström,et al.  Task complexity, information types and information sources : examination of relationships , 1999 .

[27]  Linda C. Smith,et al.  Known-Item Search: Variations on a Concept , 2007, ASIST.

[28]  Kalervo Järvelin,et al.  Task Complexity Affects Information Seeking and Use , 1995, Inf. Process. Manag..

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

[30]  Preben Hansen,et al.  Conceptual framework for tasks in information studies , 2005, J. Assoc. Inf. Sci. Technol..

[31]  Maja Zumer,et al.  User Verification of the FRBR Conceptual Model and Testing of FRBR Prototypes , 2012, ICADL.

[32]  Marcia J. Bates,et al.  The design of browsing and berrypicking techniques for the online search interface , 1989 .

[33]  Karen Holtzblatt,et al.  Contextual design , 1997, INTR.

[34]  Patrick Wilson,et al.  Situational relevance , 1973, Inf. Storage Retr..

[35]  Barbara M. Wildemuth,et al.  Applications of Social Research Methods to Questions in Information and Library Science , 2009 .

[36]  Martin Doerr,et al.  Ontologies for Cultural Heritage , 2009, Handbook on Ontologies.

[37]  Birger Hjørland,et al.  Theories of knowledge organization — theories of knowledge , 2013 .

[38]  Jeonghyun Kim Describing and predicting information-seeking behavior on the Web , 2009 .

[39]  Patrick Le Boeuf Using an ontology-driven system to integrate museum information and library information , 2006 .

[40]  L. Spencer,et al.  Qualitative data analysis for applied policy research , 2002 .

[41]  N. F. Noy,et al.  Ontology Development 101: A Guide to Creating Your First Ontology , 2001 .

[42]  Hemalata Iyer Electronic Resources: Use and User Behavior , 1998 .

[43]  Peter Ingwersen,et al.  Polyrepresentation of information needs and semantic entities: elements of a cognitive theory for information retrieval interaction , 1994, SIGIR '94.

[44]  Wendy Duff,et al.  A Virtual Expression of Need: An Analysis of E-mail Reference Questions , 2007 .

[45]  Nicholas J. Belkin,et al.  The cognitive viewpoint in information science , 1990, J. Inf. Sci..

[46]  Luanne Freund,et al.  Assigning search tasks designed to elicit exploratory search behaviors , 2012, HCIR '12.

[47]  Ioannis Vlahavas,et al.  Parallel, Object-Oriented, and Active Knowledge Base Systems , 1998, The Springer International Series on Advances in Database Systems.

[48]  Johnny Saldaña,et al.  The Coding Manual for Qualitative Researchers , 2009 .

[49]  Carol L. Barry,et al.  Users' Criteria for Relevance Evaluation: A Cross-situational Comparison , 1998, Inf. Process. Manag..

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

[51]  Robert S. Taylor The process of asking questions , 1962 .

[52]  Leo Obrst,et al.  Ontologies for semantically interoperable systems , 2003, CIKM '03.

[53]  Peiling Wang,et al.  Methodologies and Methods for User Behavioral Research. , 1999 .

[54]  Ryen W. White,et al.  Exploratory Search: Beyond the Query-Response Paradigm , 2009, Exploratory Search: Beyond the Query-Response Paradigm.

[55]  Ruth C. T. Morris Toward a User-Centered Information Service , 1994, J. Am. Soc. Inf. Sci..

[56]  B. Dervin AN OVERVIEW OF SENSE-MAKING RESEARCH: CONCEPTS, METHODS AND RESULTS TO DATE , 1983 .

[57]  Gary Marchionini,et al.  Exploratory search , 2006, Commun. ACM.

[58]  Pertti Vakkari,et al.  Exploratory Searching As Conceptual Exploration , 2010 .

[59]  Peter Ingwersen,et al.  Cognitive Perspectives of Information Retrieval Interaction: Elements of a Cognitive IR Theory , 1996, J. Documentation.

[60]  D. Campbell Task Complexity: A Review and Analysis , 1988 .

[61]  Pia Borlund,et al.  An investigation of the search behaviour associated with Ingwersen's three types of information needs , 2014, Inf. Process. Manag..

[62]  Lester Embree,et al.  Reflections on the Problem of Relevance , 2011 .

[63]  Tom Wilson,et al.  The cognitive approach to information-seeking behaviour and information use , 1984 .

[64]  M. de Rijke,et al.  Entity Retrieval , 2007 .

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

[66]  Sharan B. Merriam,et al.  Qualitative Research: A Guide to Design and Implementation , 2009 .

[67]  Reijo Savolainen,et al.  The Sense-Making Theory: Reviewing the Interests of a User-Centred Approach to Information Seeking and Use , 1993, Inf. Process. Manag..

[68]  Timothy D. Wilson,et al.  Telling more than we can know: Verbal reports on mental processes. , 1977 .

[69]  Mary Elizabeth Raven,et al.  Using contextual inquiry to learn about your audiences , 1996, ASTR.

[70]  Carol Collier Kuhlthau,et al.  A Principle of Uncertainty for Information seeking , 1993, J. Documentation.

[71]  Peter Ingwersen,et al.  The Turn - Integration of Information Seeking and Retrieval in Context , 2005, The Kluwer International Series on Information Retrieval.

[72]  E. Brink,et al.  Constructing grounded theory : A practical guide through qualitative analysis , 2006 .

[73]  M. Cleary,et al.  Data collection and sampling in qualitative research: does size matter? , 2014, Journal of advanced nursing.

[74]  Tony Gill,et al.  Building semantic bridges between museums, libraries and archives: The CIDOC Conceptual Reference Model , 2004, First Monday.

[75]  Trond Aalberg,et al.  A Pattern-Based Framework for Best Practice Implementation of CRM/FRBRoo , 2015, ADBIS.

[76]  Johnny Saldaña,et al.  Thinking Qualitatively: Methods of Mind , 2014 .

[77]  Birger Hjørland,et al.  Information Seeking and Subject Representation: An Activity-Theoretical Approach to Information Science , 1997 .

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

[79]  Christine L. Borgman,et al.  The user's mental model of an information retrieval system , 1999, SIGIR '85.

[80]  Karen Holtzblatt,et al.  Contextual Design: Evolved , 2014, Contextual Design: Evolved.

[81]  Martin Doerr,et al.  Integrating Dublin Core Metadata for Cultural Heritage Collections Using Ontologies , 2007, Dublin Core Conference.

[82]  A. Strauss,et al.  Grounded theory , 2017 .

[83]  Nils Pharo,et al.  The SST Method Schema: a Tool for Analysing Work Task-Based Web Information Search Processes , 2002 .

[84]  Adib Bagh Object Modeling for User-Centered Development and User Interface Design: The Wisdom Approach , 2001 .

[85]  S. Jamshed Qualitative research method-interviewing and observation , 2014, Journal of basic and clinical pharmacy.

[86]  Maja Zumer,et al.  Investigating Mental Models of Cataloguers as the First Step Towards the Development of Intuitive Cataloguer's Tools , 2015, ISI.

[87]  Maja Zumer,et al.  Mental models of the bibliographic universe. Part 2: comparison task and conclusions , 2010, J. Documentation.

[88]  Anselm L. Strauss,et al.  Basics of qualitative research : techniques and procedures for developing grounded theory , 1998 .

[89]  Ian Ruthven,et al.  Searcher's Assessments of Task Complexity for Web Searching , 2004, ECIR.

[90]  Manca Noc,et al.  Eliciting mental models of music resources: a research agenda , 2014, Inf. Res..

[91]  Gary Marchionini Information Seeking in Full-Text End-User-Oriented Search Systems: The Roles of Domain and Search Expertise , 1993 .

[92]  Nils Pharo,et al.  A new model of information behaviour based on the Search Situation Transition schema , 2004, Inf. Res..

[93]  B. C. Brookes The foundations of information science , 1980 .

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

[95]  Cyril W. Cleverdon,et al.  The significance of the Cranfield tests on index languages , 1991, SIGIR '91.

[96]  Karen Markey,et al.  Levels of question formulation in negotiation of information need during the online presearch interview: A proposed model , 1981, Inf. Process. Manag..

[97]  Katja Hofmann,et al.  A Semantic Perspective on Query Log Analysis , 2009, CLEF.

[98]  Elaine Toms Complex Tools for Complex Tasks , 2015, SCST@ECIR.

[99]  Pamela Effrein Sandstrom,et al.  Information Foraging Theory: Adaptive Interaction with Information , 2010, J. Assoc. Inf. Sci. Technol..

[100]  Tefko Saracevic,et al.  The Stratified Model of Information Retrieval Interaction: Extension and Applications , 1997 .

[101]  John F. Sowa,et al.  Knowledge representation: logical, philosophical, and computational foundations , 2000 .

[102]  Michael B. Eisenberg,et al.  A re-examination of relevance: toward a dynamic, situational definition , 1990, Inf. Process. Manag..

[103]  Brenda Dervin,et al.  From the mind’s eye of the user: The sense-making qualitative-quantitative methodology. , 1992 .

[104]  B. Dervin,et al.  Neutral Questioning: A New Approach to the Reference Interview. , 1986 .

[105]  Yiming Yang,et al.  An evaluation of adaptive filtering in the context of realistic task-based information exploration , 2008, Inf. Process. Manag..

[106]  Ann Blandford,et al.  Revisiting exploratory search from the HCI perspective , 2010 .

[107]  Mounia Lalmas,et al.  Overview of the INEX 2007 Entity Ranking Track , 2008, INEX.

[108]  Barbara B. Tillett,et al.  Brave new FRBR World , 2004 .

[109]  Robert Rieger,et al.  Global digital museum: multimedia information access and creation on the Internet , 1998, DL '98.

[110]  G. Kelly,et al.  A Brief Introduction to Personal Construct Theory , 2005 .

[111]  Marcia J. Bates,et al.  What is browsing - really? A model drawing from behavioural science research , 2007, Inf. Res..

[112]  Lubomir Bic Dataflow architectures for knowledge representation systems , 1986 .

[113]  Charles Cole,et al.  An associative index model for the results list based on Vannevar Bush's selection concept , 2010, Inf. Res..

[114]  Marcia J. Bates,et al.  Indexing and Access for Digital Libraries and the Internet: Human, Database, and Domain Factors , 1998, J. Am. Soc. Inf. Sci..

[115]  Maja Zumer,et al.  BIBSURF — Discover bibliographic entities by searching for units of interest, ranking and filtering , 2016, 2016 IEEE/ACM Joint Conference on Digital Libraries (JCDL).

[116]  Jaime R. Carbonell,et al.  AI in CAI : An artificial intelligence approach to computer-assisted instruction , 1970 .

[117]  V. Braun,et al.  Using thematic analysis in psychology , 2006 .

[118]  Nadine Schuurman,et al.  Ontology‐Based Metadata , 2006, Trans. GIS.

[119]  Elaine Toms Task-based information searching and retrieval , 2011, Interactive Information Seeking, Behaviour and Retrieval.

[120]  Maja Zumer,et al.  Interactive Information Seeking, Behaviour and Retrieval , 2012, Program.

[121]  C. Kuhlthau Developing a Model of the Library Search Process: Cognitive and Affective Aspects. , 1988 .

[122]  Linda Bloomberg,et al.  Completing Your Qualitative Dissertation: A Road Map From Beginning to End , 2008 .

[123]  B. Dervin,et al.  Information needs and uses. , 1986 .

[124]  Abdolreza Hajmoosaei,et al.  Museum Ontology-Based Metadata , 2016, 2016 IEEE Tenth International Conference on Semantic Computing (ICSC).

[125]  Jeppe Nicolaisen,et al.  Compromised need and the label effect: An examination of claims and evidence , 2009, J. Assoc. Inf. Sci. Technol..

[126]  Martin Doerr,et al.  Ontology-Based Metadata Integration in the Cultural Heritage Domain , 2007, ICADL.

[127]  Gregory K. W. K. Chung,et al.  Children's Internet Searching on Complex Problems: Performance and Process Analyses , 1998, J. Am. Soc. Inf. Sci..

[128]  Karen E. Pettigrew,et al.  Lay Information Provision in Community Settings: How Community Health Nurses Disseminate Human Services Information to the Elderly , 2000, The Library Quarterly.

[129]  Trond Aalberg,et al.  Finding User Need Patterns in the World of Complex Semantic Cultural Heritage Data , 2016, MTSR.

[130]  Martin Doerr,et al.  The CIDOC CRM, an Ontological Approach to Schema Heterogeneity , 2005, Semantic Interoperability and Integration.

[131]  S. Kvale,et al.  InterViews: Learning the Craft of Qualitative Research Interviewing , 1996 .

[132]  Donald A. Norman,et al.  Some observations on mental models , 1987 .

[133]  Gary Marchionini,et al.  Information Seeking in Electronic Environments , 1995 .