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Making Smarter Business Decisions in Less Time -- Case-Based Reasoning Approaches -- Selected Applications of the Structural Case-Based Reasoning Approach -- Developing Case-Based Application with the INRECA Methodology -- Practical Guidelines for Developing Case-Based Reasoning Applications -- 5. Professional Case-Based Reasoning Application Development -- 6. Documenting Case-Based Reasoning Development Experience -- Using the Methodology in Different Domains -- 7. Developing Case-Based Help-Desk Support Systems for Complex Technical Equipment -- 8. Developing Intelligent Catalog Search Applications -- 9. Developing Maintenance Applications -- 10. Developing Experience Factory Applications -- A. Compilation of INRECA Methodology Applications. 330 $aIn just few years, case-based reasoning has evolved from a research topic studied at a small number of specialized academic labs into an industrial-strength technology applied in various fields. The INRECA methodology presented in detail in this monograph provides a data analysis framework for developing case-based reasoning solutions for successful applications in real-world industrial contexts. The book is divided into parts on: - smarter business with case-based decision support; - developing case-based applications using the INRECA methodology; and - using the methodology in various application domains. The book provides a self-contained introduction to case-based reasoning applications that address both R&D professionals and general IT managers interested in this powerful new technology. In this second edition, improvements and updates have been incorporated throughout the text. Particularly useful is the systematic coverage of experience factory applications at various steps; and, of course, the references have been extended substantially. 410 0$aLecture Notes in Artificial Intelligence ;$v1612 606 $aArtificial intelligence 606 $aApplication software 606 $aComputational complexity 606 $aOperations research 606 $aDecision making 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aComputer Appl. in Administrative Data Processing$3https://scigraph.springernature.com/ontologies/product-market-codes/I2301X 606 $aComplexity$3https://scigraph.springernature.com/ontologies/product-market-codes/T11022 606 $aOperations Research/Decision Theory$3https://scigraph.springernature.com/ontologies/product-market-codes/521000 615 0$aArtificial intelligence. 615 0$aApplication software. 615 0$aComputational complexity. 615 0$aOperations research. 615 0$aDecision making. 615 14$aArtificial Intelligence. 615 24$aComputer Appl. in Administrative Data Processing. 615 24$aComplexity. 615 24$aOperations Research/Decision Theory. 676 $a006.3/3 700 $aBergmann$b R$g(Ralph),$4aut$4http://id.loc.gov/vocabulary/relators/aut$01869335 702 $aAlthoff$b Klaus-Dieter$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aBreen$b Sean$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aGo?ker$b Mehmet H.$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aManago$b Michel$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aTraphöner$b Ralph$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aWess$b Stefan$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910768445103321 996 $aDeveloping Industrial Case-Based Reasoning Applications$94477477 997 $aUNINA