An Ontology-Based Record Management Systems Approach for Enhancing Decision Support

Within the field of information systems development, enterprise record management (ERM) technologies have largely failed to meet industry’s demands specially for context$sensitive records management and document preservation. Electronic record management systems (EDRMS), as ERM tool, have become well$ recognized applications to academic users in higher educational institutes. The system often shows limited decision support options that result lack of coordination and duplication of academic efforts. There is no common domain ontology developed yet so far for effective management of record and oral history. Using structured methodology this study develops and evaluates a semantic domain ontology to provide context$ specific systematic record management approach. The lessons learnt from this project could be beneficial in general to the theory and practice of knowledge management decision support development in complex problem domains.

[1]  Yuh-Min Chen,et al.  Adapting domain ontology for personalized knowledge search and recommendation , 2013, Inf. Manag..

[2]  Riichiro Mizoguchi,et al.  Identification of ontologies to reuse knowledge for substation fault recovery support system , 1996, Decis. Support Syst..

[3]  Mitsuru Ikeda,et al.  A strategy-based ontology of knowledge management technologies , 2007, J. Knowl. Manag..

[4]  James A. Thom,et al.  Evaluating Ontology Criteria for Requirements in a Geographic Travel Domain , 2005, OTM Conferences.

[5]  Shah Jahan Miah A new semantic knowledge sharing approach for e-government systems , 2010 .

[6]  Miltiadis D. Lytras,et al.  The Semantic Web: Real-World Applications from Industry , 2007, The Semantic Web: Real-World Applications from Industry.

[7]  Amit P. Sheth,et al.  From Questions to Effective Answers: On the Utility of Knowledge-Driven Querying Systems for Life Sciences Data , 2013, DILS.

[8]  Shadrack Katuu,et al.  Enterprise content management (ECM) implementation in South Africa , 2012 .

[9]  Stefano Faralli,et al.  OntoLearn Reloaded: A Graph-Based Algorithm for Taxonomy Induction , 2013, CL.

[10]  O. S. Jannath Nisha,et al.  Semantic based query optimization using ontology for knowledge management , 2012 .

[11]  Yuh-Jen Chen,et al.  Development of a method for ontology-based empirical knowledge representation and reasoning , 2010, Decis. Support Syst..

[12]  A. Gómez-Pérez,et al.  Evaluation of ontologies , 2001, Int. J. Intell. Syst..

[13]  Massimo Paolucci,et al.  Allocating crude oil supply to port and refinery tanks: a simulation-based decision support system , 2002, Decis. Support Syst..

[14]  John G. Gammack,et al.  Ontology Development for Context-Sensitive Decision Support , 2007 .

[15]  David V. Bowen,et al.  The benefits of electronic records management systems: a general review of published and some unpublished cases , 2005 .

[16]  J. Timothy Sprehe The positive benefits of electronic records management in the context of enterprise content management , 2005, Gov. Inf. Q..

[17]  Gary E. Gorman,et al.  Qualitative Research For The Information Professional: A Practical Handbook , 2005 .

[18]  Marcia J. Bates System meets user: Problems in matching subject search terms , 1977, Inf. Process. Manag..

[19]  Heinz Roland Weistroffer,et al.  Journal of Enterprise Information Management Emerald Article : Enterprise content management research : a comprehensive review , 2022 .

[20]  Shah Jahan Miah,et al.  A new semantic knowledge sharing approach for e-government systems , 2010, 4th IEEE International Conference on Digital Ecosystems and Technologies.

[21]  Asunción Gómez-Pérez,et al.  Six challenges for the Semantic Web , 2002, KR 2002.

[22]  Siegfried Handschuh,et al.  Semantic annotation for knowledge management: Requirements and a survey of the state of the art , 2006, J. Web Semant..

[23]  Eva Blomqvist,et al.  The use of Semantic Web technologies for decision support - a survey , 2014, Semantic Web.

[24]  Denise E. Agosto Qualitative research for the information professional: A practical handbook , 2006, J. Assoc. Inf. Sci. Technol..

[25]  Peter Rob,et al.  Database systems : design, implementation, and management , 2000 .

[26]  Brooke Abrahams,et al.  Tourism information systems integration and utilization within the semantic web , 2006 .

[27]  Alistair Tough,et al.  Metadata, controlled vocabulary and directories: electronic document management and standards for records management , 2003 .

[28]  Asunción Gómez-Pérez,et al.  Evaluation of ontologies , 2001, International Journal of Intelligent Systems.

[29]  George Kalliris,et al.  Audiovisual production, restoration-archiving and content management methods to preserve local tradition and folkloric heritage , 2014 .

[30]  James Nga-Kwok Liu,et al.  Domain ontology graph model and its application in Chinese text classification , 2012, Neural Computing and Applications.

[31]  Thomas R. Gruber,et al.  Toward principles for the design of ontologies used for knowledge sharing? , 1995, Int. J. Hum. Comput. Stud..

[32]  Jacqueline Bourdeau,et al.  Using Ontological Engineering to Overcome Common AI-ED Problems , 2000 .

[33]  Sang M. Lee,et al.  Adoption of the Semantic Web for overcoming technical limitations of knowledge management systems , 2009, Expert Syst. Appl..

[34]  Pari Delir Haghighi,et al.  Development and evaluation of ontology for intelligent decision support in medical emergency management for mass gatherings , 2013, Decis. Support Syst..

[35]  Asunción Gómez-Pérez,et al.  Building Ontologies at the Knowledge Level using the Ontology Design Environment , 1998 .

[36]  J. Euzenat,et al.  Research challenges and perspectives of the Semantic Web , 2002 .

[37]  J. Pomar,et al.  A knowledge-based decision support system to improve sow farm productivity , 2005, Expert Syst. Appl..

[38]  Jane Hunter,et al.  The Application of an Event-Aware Metadata Model to an Online Oral History Archive , 2000, ECDL.

[39]  Bernd Johannes,et al.  The “Digital Friend”: A knowledge-based decision support system for space crews , 2008 .

[40]  Gilad J. Kuperman,et al.  Development and evaluation of an ontology for guiding appropriate antibiotic prescribing , 2012, J. Biomed. Informatics.

[41]  Graham Pervan,et al.  Eight key issues for the decision support systems discipline , 2008, Decis. Support Syst..

[42]  Dianne Hall,et al.  A Look Toward the Future: Decision Support Systems Research is Alive and Well , 2012, J. Assoc. Inf. Syst..

[43]  James A. Thom,et al.  Ontology evaluation using wikipedia categories for browsing , 2007, CIKM '07.