Cognitive mapping techniques for user-database interaction

In this paper, we first develop a framework of user-database interaction. Based on this framework, we then provide a discussion on how notable human factors influence various dimensions of user-database interaction. Following that, we propose using cognitive mapping techniques to overcome some cognitive and behavioral biases during user-database interaction. Three popular cognitive mapping techniques-causal mapping, semantic mapping, and concept mapping-are introduced as techniques to elicit an individual's belief systems regarding a problem domain. Through an example database application, we demonstrate how to use these cognitive mapping techniques to improve user-database interaction. Finally, we discuss the implications of this research for technical communicators during user-database interaction analysis and design.

[1]  B. Schneirdeman,et al.  Designing the User Interface: Strategies for Effective Human-Computer Interaction , 1998 .

[2]  A. Tversky,et al.  Prospect theory: an analysis of decision under risk — Source link , 2007 .

[3]  Keng Siau.  L.E.O.: The Incredible Story of the World's First Business Computer , 1997 .

[4]  Kathleen M. Carley,et al.  Extracting, Representing, and Analyzing Mental Models , 1992 .

[5]  Robert W. Zmud,et al.  A Synthesis of Research on Requirements Analysis and Knowledge Acquisition Techniques , 1992, MIS Q..

[6]  Robert P. Bostrom,et al.  Comparing representations with relational and EER models , 1990, Commun. ACM.

[7]  Shashi Shekhar,et al.  Cognitive Mapping , 2008, Encyclopedia of GIS.

[8]  Gordon B. Davis,et al.  Strategies for Information Requirements Determination , 1982, IBM Syst. J..

[9]  Raghu Ramakrishnan,et al.  Database Management Systems , 1976 .

[10]  Keng Siau,et al.  The effect of data model, system and task characteristics on user query performance: an empirical study , 1997, DATB.

[11]  Jacky Swan,et al.  Using Cognitive Mapping in Management Research: Decisions about Technical Innovation , 1997 .

[12]  Guy Fitzgerald,et al.  Information systems development: methodologies, techniques and tools (3rd edition) , 2003 .

[13]  Keng Siau,et al.  A visual object-relationship query language for user-database interaction , 1998, Telematics Informatics.

[14]  Dennis Tsichritzis,et al.  The ANSI/X3/SPARC DBMS Framework Report of the Study Group on Dabatase Management Systems , 1978, Inf. Syst..

[15]  David H. Jonassen,et al.  Structural Knowledge: Techniques for Representing, Conveying, and Acquiring Structural Knowledge , 1993 .

[16]  Dennis A. Gioia,et al.  Mapping Strategic Thought. , 1992 .

[17]  Richard W. Scamell,et al.  A Human Factors Experimental Comparison of SQL and QBE , 1993, IEEE Trans. Software Eng..

[18]  Hock Chuan Chan,et al.  Database Interfaces: A Conceptual Framework and a Meta-Analysis on Natural Language Studies , 1998, J. Database Manag..

[19]  Candace Soderston,et al.  Concept mapping: a job-performance aid for hypertext developers , 1996, SIGDOC '96.

[20]  Robert Kerchner,et al.  Interim Report , 1996 .

[21]  David E. Avison,et al.  INFORMATION SYSTEMS DEVELOPMENT , 2006 .

[22]  James N. MacGregor.  A Comparison of the Effects of Icons and Descriptors in a Videotex Menu Retrieval , 1992, Int. J. Man Mach. Stud..

[23]  C OgdenWilliam.  IMPLICATIONS OF A COGNITIVE MODEL OF DATABASE QUERY , 1986 .

[24]  A.,et al.  Cognitive Engineering , 2008, Encyclopedia of GIS.

[25]  Keng Siau,et al.  The effect of a database feedback system on user performance , 1995, Behav. Inf. Technol..

[26]  Setrag Khoshafian.  Object-oriented databases , 1993, Wiley professional computing.

[27]  A. Tversky,et al.  Prospect theory: analysis of decision under risk , 1979 .

[28]  J. Fisher,et al.  Defining the role of a technical communicator in the development of information systems , 1998 .

[29]  Jeff Rubin.  Conceptual Design: Cornerstone of Usability. , 1996 .

[30]  K. Siau,et al.  Technical communication in information systems development: the use of cognitive mapping , 2005, IEEE Transactions on Professional Communication.

[31]  Terry Halpin.  Conceptual schema and relational database design (2nd ed.) , 1996 .

[32]  H. Simon,et al.  A Behavioral Model of Rational Choice , 1955 .

[33]  C. J. Date.  An introduction to database systems (7. ed.) , 1999 .

[34]  M. D’Esposito.  Working memory. , 2008, Handbook of clinical neurology.

[35]  David C. Hay,et al.  Requirements Analysis: From Business Views to Architecture , 2002 .

[36]  Joline Morrison,et al.  A Guide to Oracle 8 , 2000 .

[37]  Keng Siau,et al.  Improving the quality of conceptual modeling using cognitive mapping techniques , 2005, Data Knowl. Eng..

[38]  John Lim,et al.  A Review of Experiments on Natural Language Interfaces , 2003, Advanced Topics in Database Research, Vol. 2.

[39]  Charles Welty,et al.  Correcting User Errors in SQL , 1985, Int. J. Man Mach. Stud..

[40]  David P. Tegarden,et al.  Distributed Capture of System Requirements as Individual and Group Cognitive Maps , 1998 .

[41]  H. Morrison.  Standards and certification , 1993 .

[42]  Donald D. Chamberlin,et al.  SEQUEL: A structured English query language , 1974, SIGFIDET '74.

[43]  Keng Siau,et al.  User-Database Interface: The Effect of Abstraction Levels on Query Performance , 1993, MIS Q..

[44]  Venkataraman Ramesh,et al.  Improving information requirements determination: a cognitive perspective , 2002, Inf. Manag..

[45]  L. Hasher,et al.  Automatic and effortful processes in memory. , 1979 .

[46]  A. Tversky,et al.  Judgment under uncertainty: Judgment under uncertainty: Heuristics and biases , 1982 .

[47]  McMaster Unlveristy,et al.  The Use of Cognitive Mapping for Information Requirements Analysis , 1986 .

[48]  Keith Duncan,et al.  Cognitive Engineering , 2017, Encyclopedia of GIS.

[49]  Keng Siau.  Information Modeling and Method Engineering: A Psychological Perspective , 1999, J. Database Manag..

[50]  Keng Siau,et al.  Effects of query complexity and learning on novice user query performance with conceptual and logical database interfaces , 2004, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[51]  Anne Sigismund Huff,et al.  MAPS FOR MANAGERS: WHERE ARE WE? WHERE DO WE GO FROM HERE? , 1992 .

[52]  William C. Ogden.  IMPLICATIONS OF A COGNITIVE MODEL OF DATABASE QUERY: COMPARISON OF A NATURAL LANGUAGE, FORMAL LANGUAGE AND DIRECT MANIPULATION INTERFACE , 1986, SGCH.

[53]  T. Buzan,et al.  The Mind Map Book , 1993 .

[54]  E. Tolman.  Cognitive maps in rats and men. , 1948, Psychological review.

[55]  A. Tversky,et al.  Judgment under Uncertainty: Heuristics and Biases , 1974, Science.