國立高雄大學圖資館 |

Intelligent systemsconcepts, methodologies, tools, and applications /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Intelligent systemsInformation Resources Management Association, editor.
其他題名:	concepts, methodologies, tools, and applications /
出版者:	Hershey, Pennsylvania :IGI Global,[2018]
面頁冊數:	1 online resource (4 v.)
標題:	Expert systems (Computer science)
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-5643-5
ISBN:	9781522556442 (ebook)

Intelligent systemsconcepts, methodologies, tools, and applications /
Intelligent systems (Hershey, Pa.)

Intelligent systemsconcepts, methodologies, tools, and applications /[electronic resource] :Information Resources Management Association, editor. - Hershey, Pennsylvania :IGI Global,[2018] - 1 online resource (4 v.)

Includes bibliographical references and index.

Volume I. Section 1. Fundamental concepts and theories. Chapter 1. Harmony search algorithm: basic concepts and engineering applications ; Chapter 2. Open innovation: assessing the socio-economic factors of global software development ; Chapter 3. A literature survey on the usage of fuzzy MCDM methods for digital marketing ; Chapter 4. Review and proposal for intelligent distance education ; Chapter 5. Towards a new model for causal reasoning in expert systems ; Chapter 6. An analysis on the utilisation of health information technology to support clinical operation of Chinese medicine ; Chapter 7. A new approach of an intelligent e-learning system based on learners' skill level and learners' success rate ; Chapter 8. Computational and cognitive approaches to narratology from the perspective of narrative generation ; Chapter 9. Fuzzy social network modeling for influencing consumer behavior ; Chapter 10. Cognitive informatics and computational intelligence: from information revolution to intelligence revolution -- Section 2. Development and design methodologies. Chapter 11. For an intelligent e-learning: a managerial model suggestion for artificial intelligence supported e-learning content flow ; Chapter 12. Is modeling a treatment for the weakness of software engineering? ; Chapter 13. Intelligent educational support system ; Chapter 14. A framework of statistical and visualization techniques for missing data analysis in software cost estimation ; Chapter 15. Global knowledge networking (GKN) with utilizing of digital libraries: a proposed model ; Chapter 16. A soft computing approach to customer segmentation ; Chapter 17. Reverse engineering of object-oriented code: an ADM approach ; Chapter 18. A proposed pragmatic software development process model ; Chapter 19. Quality-driven database system development within MDA approach ; Chapter 20. An integrated grey relations analysis and VIKOR method for multi criteria decision making under fuzzy environment: supplier selection case ; Chapter 21. Supporting physicians in the detection of the interactions between treatments of co-morbid patients ; Chapter 22. Developing secure software using UML patterns -- Volume I. Chapter 23. Development of the system for authoring three-dimensional learning applications for use in e-learning environment ; Chapter 24. Modeling gender based customer preferences of information search channels ; Chapter 25. A combined fuzzy method for evaluating criteria in enterprise resource planning implementation ; Chapter 26. Optimizing student engagement in online learning environments: intuitionistic fuzzy logic in student modeling ; Chapter 27. Fuzzy structural models and based applications in digital marketplace ; Chapter 28. Design of intelligent transportation system supported by new generation wireless communication technology ; Chapter 29. Design of the e-systems for training and researching with tools of cloud services-based stereo and 3D content ; Chapter 30. From learning management system to internet-based research in mathematics education ; Chapter 31. Moth-flame optimization algorithm based multilevel thresholding for image segmentation ; Chapter 32. Development and evaluation of intelligent agent- based teaching assistant in e-learning portals ; Chapter 33. Multifaceted applications of data mining, business intelligence, and knowledge management ; Chapter 34. Modeling and performance enhancement of low-frequency energy harvesters ; Chapter 35. Position and tilt control of two-wheeled robot (TWR): a neuro-fuzzy approach ; Chapter 36. Design principles for an intelligent-augmented-reality-based m-learning application to improve engineering students' English language skills -- Section 3. Tools and technologies. Chapter 37. Agent-based distributed intelligent tutoring system using case-based reasoning ; Chapter 38. B-school selection by fuzzy TOPSIS and AHP ; Chapter 39. Use of data reduction process to bankruptcy prediction: evidence from an emerging market ; Chapter 40. A classification framework on opinion mining for effective recommendation systems ; Chapter 41. Itrade: a mobile data-driven stock trading system with concept drift adaptation ; Chapter 42. An efficient diagnosis system for detection of liver disease using a novel integrated method based on principal component analysis and K-nearest neighbor (PCA-KNN) ; Chapter 43. A novel hybrid model using RBF and PSO for net asset value prediction ; Chapter 44. A fuzzy ANP based weighted RFM model for customer segmentation in auto insurance sector ; Chapter 45. A fuzzy TOPSIS+ worst-case model for personnel evaluation using information culture criteria ; Chapter 46. An integrated fuzzy VIKOR method for performance management in healthcare ; Chapter 47. Using dematel-based ANP model to measure the successful factors of e-commerce ; Chapter 48. Applications of hybrid intelligent systems in adaptive communication -- Volume III. Chapter 49. Construct a multi criteria decision making tool: dematel and MMDE methods ; Chapter 50. Some generalized intuitionistic fuzzy geometric aggregation operators with applications in multi-criteria decision making process ; Chapter 51. Applying an electromagnetism-like algorithm for solving the manufacturing cell design problem ; Chapter 52. Automated generation of course improvement plans using expert system ; Chapter 53. Using fuzzy control methods for increasing the energy efficiency of buildings -- Section 4. Utilization and applications. Chapter 54. Wiki for agility ; Chapter 55. On design and development of QLIFEX: an expert system for social area ; Chapter 56. An example application of an artificial intelligence-supported blended learning education program in computer engineering ; Chapter 57. Object-oriented cognitive complexity measures: an analysis ; Chapter 58. On the intersection of artificial intelligence and distance education ; Chapter 59. Intelligent control of vehicles' number plates on toll gates in Developing Nations ; Chapter 60. Expert systems in distance education ; Chapter 61. Designing a compact wireless network based device-free passive localisation system for indoor environments ; Chapter 62. Observing customer segment stability using soft computing techniques and markov chains within data mining framework ; Chapter 63. A new perspective on RFM analysis ; Chapter 64. A sequential probabilistic system for bankruptcy data classification ; Chapter 65. Using a knapsack model to optimize continuous building of a hybrid intelligent tutoring system: application to information technology professionals ; Chapter 66. Utilization of classification techniques for the determination of liquefaction susceptibility of soils ; Chapter 67. A differential evolution based multiclass vehicle detector and classifier for urban environments ; Chapter 68. Towards an automated model to evaluate collaboration through non-verbal interaction in collaborative virtual environments ; Chapter 69. Detecting cognitive distraction using random forest by considering eye movement type ; Chapter 70. Simulation and modeling: Design of a fuzzy logic based hydraulic turbine governing system ; Chapter 71. Using hybrid classifiers to conduct intangible assets evaluation ; Chapter 72. High order time series forecasting using fuzzy discretization ; Chapter 73. Pedagogical agent gestures to improve learner comprehension of abstract concepts in hints ; Chapter 74. Application of dematel and MMDE for analyzing key influencing factors relevant to selection of supply chain coordination schemes ; Chapter 75. A semantic approach for multi-agent system design ; Chapter 76. Intelligent transportation systems: the state of the art in railways --Volume IV. Chapter 77. Long-term and short-term traffic forecasting using holt-winters method: a comparability approach with comparable data in multiple seasons ; Chapter 78.

Restricted to subscribers or individual electronic text purchasers.

"This book contains a compendium of the latest academic material on the latest breakthroughs and recent progress in intelligent systems. Including innovative studies on information retrieval, artificial intelligence, and software engineering"--

ISBN: 9781522556442 (ebook)Subjects--Topical Terms:

182450
Expert systems (Computer science)

LC Class. No.: QA76.76.E95 / I53485 2018e

Dewey Class. No.: 006.3

Intelligent systemsconcepts, methodologies, tools, and applications /
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245 1 0 $a Intelligent systems $h [electronic resource] : $b concepts, methodologies, tools, and applications / $c Information Resources Management Association, editor.
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300 $a 1 online resource (4 v.)
504 $a Includes bibliographical references and index.
505 0 $a Volume I. Section 1. Fundamental concepts and theories. Chapter 1. Harmony search algorithm: basic concepts and engineering applications ; Chapter 2. Open innovation: assessing the socio-economic factors of global software development ; Chapter 3. A literature survey on the usage of fuzzy MCDM methods for digital marketing ; Chapter 4. Review and proposal for intelligent distance education ; Chapter 5. Towards a new model for causal reasoning in expert systems ; Chapter 6. An analysis on the utilisation of health information technology to support clinical operation of Chinese medicine ; Chapter 7. A new approach of an intelligent e-learning system based on learners' skill level and learners' success rate ; Chapter 8. Computational and cognitive approaches to narratology from the perspective of narrative generation ; Chapter 9. Fuzzy social network modeling for influencing consumer behavior ; Chapter 10. Cognitive informatics and computational intelligence: from information revolution to intelligence revolution -- Section 2. Development and design methodologies. Chapter 11. For an intelligent e-learning: a managerial model suggestion for artificial intelligence supported e-learning content flow ; Chapter 12. Is modeling a treatment for the weakness of software engineering? ; Chapter 13. Intelligent educational support system ; Chapter 14. A framework of statistical and visualization techniques for missing data analysis in software cost estimation ; Chapter 15. Global knowledge networking (GKN) with utilizing of digital libraries: a proposed model ; Chapter 16. A soft computing approach to customer segmentation ; Chapter 17. Reverse engineering of object-oriented code: an ADM approach ; Chapter 18. A proposed pragmatic software development process model ; Chapter 19. Quality-driven database system development within MDA approach ; Chapter 20. An integrated grey relations analysis and VIKOR method for multi criteria decision making under fuzzy environment: supplier selection case ; Chapter 21. Supporting physicians in the detection of the interactions between treatments of co-morbid patients ; Chapter 22. Developing secure software using UML patterns -- Volume I. Chapter 23. Development of the system for authoring three-dimensional learning applications for use in e-learning environment ; Chapter 24. Modeling gender based customer preferences of information search channels ; Chapter 25. A combined fuzzy method for evaluating criteria in enterprise resource planning implementation ; Chapter 26. Optimizing student engagement in online learning environments: intuitionistic fuzzy logic in student modeling ; Chapter 27. Fuzzy structural models and based applications in digital marketplace ; Chapter 28. Design of intelligent transportation system supported by new generation wireless communication technology ; Chapter 29. Design of the e-systems for training and researching with tools of cloud services-based stereo and 3D content ; Chapter 30. From learning management system to internet-based research in mathematics education ; Chapter 31. Moth-flame optimization algorithm based multilevel thresholding for image segmentation ; Chapter 32. Development and evaluation of intelligent agent- based teaching assistant in e-learning portals ; Chapter 33. Multifaceted applications of data mining, business intelligence, and knowledge management ; Chapter 34. Modeling and performance enhancement of low-frequency energy harvesters ; Chapter 35. Position and tilt control of two-wheeled robot (TWR): a neuro-fuzzy approach ; Chapter 36. Design principles for an intelligent-augmented-reality-based m-learning application to improve engineering students' English language skills -- Section 3. Tools and technologies. Chapter 37. Agent-based distributed intelligent tutoring system using case-based reasoning ; Chapter 38. B-school selection by fuzzy TOPSIS and AHP ; Chapter 39. Use of data reduction process to bankruptcy prediction: evidence from an emerging market ; Chapter 40. A classification framework on opinion mining for effective recommendation systems ; Chapter 41. Itrade: a mobile data-driven stock trading system with concept drift adaptation ; Chapter 42. An efficient diagnosis system for detection of liver disease using a novel integrated method based on principal component analysis and K-nearest neighbor (PCA-KNN) ; Chapter 43. A novel hybrid model using RBF and PSO for net asset value prediction ; Chapter 44. A fuzzy ANP based weighted RFM model for customer segmentation in auto insurance sector ; Chapter 45. A fuzzy TOPSIS+ worst-case model for personnel evaluation using information culture criteria ; Chapter 46. An integrated fuzzy VIKOR method for performance management in healthcare ; Chapter 47. Using dematel-based ANP model to measure the successful factors of e-commerce ; Chapter 48. Applications of hybrid intelligent systems in adaptive communication -- Volume III. Chapter 49. Construct a multi criteria decision making tool: dematel and MMDE methods ; Chapter 50. Some generalized intuitionistic fuzzy geometric aggregation operators with applications in multi-criteria decision making process ; Chapter 51. Applying an electromagnetism-like algorithm for solving the manufacturing cell design problem ; Chapter 52. Automated generation of course improvement plans using expert system ; Chapter 53. Using fuzzy control methods for increasing the energy efficiency of buildings -- Section 4. Utilization and applications. Chapter 54. Wiki for agility ; Chapter 55. On design and development of QLIFEX: an expert system for social area ; Chapter 56. An example application of an artificial intelligence-supported blended learning education program in computer engineering ; Chapter 57. Object-oriented cognitive complexity measures: an analysis ; Chapter 58. On the intersection of artificial intelligence and distance education ; Chapter 59. Intelligent control of vehicles' number plates on toll gates in Developing Nations ; Chapter 60. Expert systems in distance education ; Chapter 61. Designing a compact wireless network based device-free passive localisation system for indoor environments ; Chapter 62. Observing customer segment stability using soft computing techniques and markov chains within data mining framework ; Chapter 63. A new perspective on RFM analysis ; Chapter 64. A sequential probabilistic system for bankruptcy data classification ; Chapter 65. Using a knapsack model to optimize continuous building of a hybrid intelligent tutoring system: application to information technology professionals ; Chapter 66. Utilization of classification techniques for the determination of liquefaction susceptibility of soils ; Chapter 67. A differential evolution based multiclass vehicle detector and classifier for urban environments ; Chapter 68. Towards an automated model to evaluate collaboration through non-verbal interaction in collaborative virtual environments ; Chapter 69. Detecting cognitive distraction using random forest by considering eye movement type ; Chapter 70. Simulation and modeling: Design of a fuzzy logic based hydraulic turbine governing system ; Chapter 71. Using hybrid classifiers to conduct intangible assets evaluation ; Chapter 72. High order time series forecasting using fuzzy discretization ; Chapter 73. Pedagogical agent gestures to improve learner comprehension of abstract concepts in hints ; Chapter 74. Application of dematel and MMDE for analyzing key influencing factors relevant to selection of supply chain coordination schemes ; Chapter 75. A semantic approach for multi-agent system design ; Chapter 76. Intelligent transportation systems: the state of the art in railways --Volume IV. Chapter 77. Long-term and short-term traffic forecasting using holt-winters method: a comparability approach with comparable data in multiple seasons ; Chapter 78.
505 0 $a An efficient time series forecasting method exploiting fuzziness and turbulences in data ; Chapter 79. A novel approach to segmentation using customer locations data and intelligent techniques -- Section 5. Organizational and social implications. Chapter 80. Credit risk evaluation based on text analysis ; Chapter 81. Diagnosis of liver disease by using least squares support vector machine approach ; Chapter 82. Default probability prediction of credit applicants using a new fuzzy KNN method with optimal weights ; Chapter 83. Assessing organizational readiness for implementing ERP system using fuzzy expert system approach ; Chapter 84. Data-driven customer centricity: CRM predictive analytics ; Chapter 85. Polish firms' innovation capability for competitiveness via information technologies and social media implementation ; Chapter 86. End user perspective of e-learning using LMS-like systems ; Chapter 87. Resolving the paradox of overconfident students with intelligent methods -- Section 6. Managerial impact. Chapter 88. Decision-making support systems in quality management of higher education institutions: a selective review ; Chapter 89. Mastering intelligent decision support systems in enterprise information management ; Chapter 90. Fuzzy quantitative and semi-qualitative risk assessment in projects ; Chapter 91. Artificial neural networks and other AI applications for business management decision support -- Section 7. Critical issues and challenges. Chapter 92. Review of business intelligence and intelligent systems in healthcare domain ; Chapter 93. Application of artificial intelligence to gearbox fault diagnosis: a review ; Chapter 94. Investigating the economic vulnerability factors of emerging markets after the global financial crisis of 2008 with a hybrid multi-criteria decision-making approach ; Chapter 95. A comprehensive workflow for enhancing business bankruptcy prediction ; Chapter 96. Knowledge discovery and data mining applications in the healthcare industry: a comprehensive study ; Chapter 97. A strategic approach to global financial crisis in banking sector: a critical appraisal of banking strategies using fuzzy ANP and fuzzy topsis methods ; Chapter 98. Systematic literature review on empirical results and practical implementations of healthcare recommender systems: lessons learned and a novel proposal ; Chapter 99. Survey of unknown malware attack finding -- Section 8. Emerging trends. Chapter 100. Modeling and querying fuzzy data: current approaches and future trends ; Chapter 101. Ideas on the future of intelligent web-based e-learning ; Chapter 102. Software engineering and new emerging technologies: the involvement of users for development applications for tablets ; Chapter 103. Modelling and Simulation perspective in service Design: experience in transport information service development ; Chapter 104. Need of intelligent search in dynamic social network.
506 $a Restricted to subscribers or individual electronic text purchasers.
520 3 $a "This book contains a compendium of the latest academic material on the latest breakthroughs and recent progress in intelligent systems. Including innovative studies on information retrieval, artificial intelligence, and software engineering"-- $c Provided by publisher.
650 0 $a Expert systems (Computer science) $3 182450
650 0 $a Artificial intelligence. $3 194058
710 1 $a Information Resources Management Association, $e editor. $3 717754
856 4 0 $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-5643-5