Help Desk System with Intelligent Interface

Automated help desk systems should retrieve exactly the information required to assist a user as quickly and as easily as possible be it for a lay user who knows little about the domain or for an advanced user who requires more specialized information. Automated help desk systems should also be easily maintainable, as knowledge in domains where help is required often changes very rapidly, for example, help for computer users. The aim of this study was to develop a help desk information retrieval mechanism suitable for a wide range of users and to provide a way of easily maintaining the system. The prototype developed for use over the World Wide Web combines keyword search and case-based reasoning to provide both rapid focusing on a part of the help information and guided interaction when the user is unclear about appropriate keywords. Ease of maintenance is provided by using multiple classification ripple down rules (MCRDR) to maintain the domain knowledge in the system. Further issues that arise include ...

[1]  P. Compton,et al.  A philosophical basis for knowledge acquisition , 1990 .

[2]  Ralph Barletta Case-based reasoning and information retrieval: Opportunities for technology sharing , 1993, IEEE Expert.

[3]  Roger C. Schank,et al.  Dynamic memory - a theory of reminding and learning in computers and people , 1983 .

[4]  Edie Rasmussen,et al.  Proceedings of the second ACM international conference on Digital libraries , 1997 .

[5]  Paul Compton,et al.  A 2000 Rule Expert System Without Knowledge Engineers , 1993 .

[6]  C SchankRoger,et al.  Dynamic Memory: A Theory of Reminding and Learning in Computers and People , 1983 .

[7]  David D. Lewis,et al.  An evaluation of phrasal and clustered representations on a text categorization task , 1992, SIGIR '92.

[8]  Ashwin Srinivasan,et al.  Ripple down rules: Turning knowledge acquisition into knowledge maintenance , 1992, Artif. Intell. Medicine.

[9]  Michael McGill,et al.  Introduction to Modern Information Retrieval , 1983 .

[10]  Michel Manago,et al.  Noise and Knowledge Acquisition , 1987, IJCAI.

[11]  Paul Compton,et al.  A Maintenance Approach to Case-Based Reasoning , 1994, EWCBR.

[12]  G Edwards,et al.  Peirs: A pathologist‐maintained expert system for the interpretation of chemical pathology reports , 1993, Pathology.

[13]  Andrea L. Henke,et al.  Rapid Retrieval Algorithms for Case-Based Reasoning , 1989, IJCAI.

[14]  Hideo Shimazu,et al.  Case-Based Retrieval Interface Adapted to Customer-Initiated Dialogues in Help Desk Operations , 1994, AAAI.

[15]  Bob J. Wielinga,et al.  KADS: a modelling approach to knowledge engineering , 1992 .

[16]  Paul Compton,et al.  Local Patching Produces Compact Knowledge Bases , 1994, EKAW.

[17]  John H. Boose,et al.  Knowledge Acquisition Tools, Methods, and Mediating Representations , 1990 .

[18]  Timothy L. Acorn,et al.  Smart: Support: Management Automated Reasoning Technology for Compaq Customer Service , 1992, IAAI.

[19]  Janet L. Kolodner,et al.  A Process Model of Cased-Based Reasoning in Problem Solving , 1985, IJCAI.

[20]  Paul Compton,et al.  Knowledge Acquisition without Analysis , 1993, EKAW.

[21]  Evangelos Simoudis,et al.  Using case-based retrieval for customer technical support , 1992, IEEE Expert.

[22]  Ralph Barletta,et al.  Building a case-based help desk application , 1993, IEEE Expert.

[23]  Hsinchun Chen,et al.  Interactive term suggestion for users of digital libraries: using subject thesauri and co-occurrence lists for information retrieval , 1996, DL '96.

[24]  Stephen Slade,et al.  Case-Based Reasoning: A Research Paradigm , 1991, AI Mag..

[25]  WILKINS,et al.  Knowledge Acquisition for Knowledge-Based Systems , 1993, Lecture Notes in Computer Science.

[26]  John H. Boose,et al.  A survey of knowledge acquisition techniques and tools , 1993 .

[27]  Allen Newell,et al.  The Knowledge Level , 1989, Artif. Intell..

[28]  G Salton,et al.  Automatic Analysis, Theme Generation, and Summarization of Machine-Readable Texts , 1994, Science.