A Case Based Approach to Serve Information Needs in Knowledge Intensive Processes

作者: Debdoot Mukherjee , Jeanette Blomberg , Rama Akkiraju , Dinesh Raghu , Monika Gupta

DOI: 10.1007/978-3-642-45005-1_44

关键词:

摘要: Case workers who are involved in knowledge intensive business processes have critical information needs.When dealing with a case, they often need to check how similar cases were handled and what best practices, methods tools proved useful. In this paper, we present our Solution Information Management SIM system developed assist case by retrieving offering targeted contextual content recommendations them. particular, novel method for intelligently weighing different fields when used as context derive recommendations. Experimental results indicate that approach can yield approximately 15 more precise than those obtained through baseline where the equal weights. is being actively large IT services company.

参考文章(25)
Hamid Reza Motahari-Nezhad, Claudio Bartolini, Sven Graupner, Susan Spence, Adaptive case management in the social enterprise international conference on service oriented computing. pp. 550- 557 ,(2012) , 10.1007/978-3-642-34321-6_39
Kevin Crowston, Thomas W. Malone, George A. Herman, Organizing Business Knowledge: The MIT Process Handbook Organizing Business Knowledge: The MIT Process Handbook. ,(2003)
Vitaliy Liptchinsky, Roman Khazankin, Hong-Linh Truong, Schahram Dustdar, A Novel Approach to Modeling Context-Aware and Social Collaboration Processes Notes on Numerical Fluid Mechanics and Multidisciplinary Design. pp. 565- 580 ,(2012) , 10.1007/978-3-642-31095-9_37
Ismailcem B. Arpinar, John A. Miller, Minrong Song, REPOX: AN XML REPOSITORY FOR WORKFLOW DESIGNS AND SPECIFICATIONS ` ,(2001)
Monika Gupta, Debdoot Mukherjee, Senthil Mani, Vibha Singhal Sinha, Saurabh Sinha, Serving information needs in business process consulting business process management. pp. 231- 247 ,(2011) , 10.1007/978-3-642-23059-2_19
Soumen Chakrabarti, Martin van den Berg, Byron Dom, Focused crawling: a new approach to topic-specific Web resource discovery the web conference. ,vol. 31, pp. 1623- 1640 ,(1999) , 10.1016/S1389-1286(99)00052-3
Jinyoung Kim, Xiaobing Xue, W. Bruce Croft, A Probabilistic Retrieval Model for Semistructured Data Lecture Notes in Computer Science. pp. 228- 239 ,(2009) , 10.1007/978-3-642-00958-7_22
Stanisław Osiński, Jerzy Stefanowski, Dawid Weiss, Lingo: Search Results Clustering Algorithm Based on Singular Value Decomposition intelligent information systems. pp. 359- 368 ,(2004) , 10.1007/978-3-540-39985-8_37
Marianne Lykke, Birger Larsen, Haakon Lund, Peter Ingwersen, Developing a Test Collection for the Evaluation of Integrated Search Lecture Notes in Computer Science. pp. 627- 630 ,(2010) , 10.1007/978-3-642-12275-0_63
Wolfgang Reinhardt, Benedikt Schmidt, Peter Sloep, Hendrik Drachsler, Knowledge Worker Roles and Actions— Results of Two Empirical Studies Knowledge and Process Management. ,vol. 18, pp. 150- 174 ,(2011) , 10.1002/KPM.378