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1. |
Record Nr. |
UNISA996464399903316 |
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Titolo |
Artificial intelligence for knowledge management : 8th IFIP WG 12.6 International Workshop, AI4KM 2021, held at IJCAI 2020, Yokohama, Japan, January 7-8, 2021, revised selected papers / / Eunika Mercier-Laurent, M. Özgür Kayalica, Mieczyslaw Lech Owoc (editors) |
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Pubbl/distr/stampa |
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Cham, Switzerland : , : Springer, , [2021] |
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©2021 |
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ISBN |
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Descrizione fisica |
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1 online resource (262 pages) |
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IFIP Advances in Information and Communication Technology ; ; Volume 614 |
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Disciplina |
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Soggetti |
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Artificial intelligence |
Knowledge management |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Intro -- Preface -- Organization -- Contents -- Ethics and Regulation of Artificial Intelligence -- 1 Introduction -- 2 Ethical Issues Arising from AI -- 3 Responsibility and Liability for Damages Caused by AI -- 4 Transparency and Explainability of AI -- 5 Legal Personhoods for AI -- 6 AI and Implications of Employment -- 6.1 Case Study - Line Between Human and Robo Advisers in Financial Services -- 7 Conclusion -- References -- Ontologies Cooperation to Model the Needs of Disabled Persons -- 1 Introduction -- 2 Context -- 3 Related Works -- 4 Generic Model -- 4.1 Methodology -- 4.2 Foundational Model -- 4.3 Process -- 5 Relational Structure -- 6 Workflow -- 7 Conclusion -- References -- A Conceptual Framework of Intelligent Management Control System for Higher Education -- 1 Introduction -- 2 Related Works -- 3 Research Methodology -- 4 The Framework of the System -- 5 Conclusions -- References -- Curriculum Vitae (CVs) Evaluation Using Machine Learning Approach -- 1 Introduction -- 2 Literature Review -- 3 Proposed System -- 3.1 System Parameterization -- 3.2 Sample Data Collection for Training -- 3.3 Dataset Creation for Testing the Trained Model -- 3.4 CV Extraction and Cleaning Data -- 3.5 Information Extraction using Natural Language Processing -- 3.6 |
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Classification and Final Output Prediction -- 4 Experimentation -- 4.1 Naïve Bayes Classifier -- 4.2 Support Vector Machine (SVM) -- 4.3 Random Forest Classifier -- 5 Conclusion and Future Work -- References -- University Students' Research on Artificial Intelligence and Knowledge Management. A Review and Report of Multi-case Studies -- 1 Introduction -- 2 Background -- 3 Student Research Projects and Theses -- 4 Clustering of Students' Research -- 5 AI Methods in the Students' Research -- 6 Knowledge Management in the Students' Research -- 7 Conclusions -- References. |
Customer Churn Prediction in FMCG Sector Using Machine Learning Applications -- 1 Introduction -- 2 Literature Review -- 2.1 General Overview -- 2.2 Definition of Customer Churn -- 2.3 Substantiality of Customer Churn -- 3 Data Preparation -- 3.1 Dataset -- 3.2 Sampling -- 3.3 Loyalty Definition -- 3.4 Churn Definition -- 4 Method -- 4.1 RFM Analysis -- 4.2 Segmentation with Clustering -- 4.3 Exploratory Data Analysis, Visualisation and Feature Engineering -- 4.4 Application of Models -- 4.5 Comparison of Each Model for 4 FMCG Product Categories -- 4.6 Impact of Customer Retention Improvement on Revenue -- 5 Findings and Conclusion -- 5.1 Findings -- 5.2 Conclusion -- References -- Crowdsourcing as a Tool Supporting Intra-city Communication -- 1 Introduction -- 2 Smart City -- 3 Selected Smart Initiatives -- 3.1 Singapore -- 3.2 Zürich -- 3.3 Wroclaw -- 4 Implementation of Crowdsourcing Processes -- 5 Conclusions -- References -- The Importance of the Internet of Things for Smart Cities -- 1 Introduction -- 2 Why Do We Need Smart Cities? -- 2.1 The Needs of Modern Cities -- 2.2 Smart City Definition -- 3 Internet of Things -- 3.1 Internet of Things Characteristics -- 3.2 IoT Technologies for Smart Cities -- 4 Internet of Things in a Concept of Smart City -- 4.1 IoT Applications for Smart Cities -- 4.2 Internet of Things Solutions in Smart Cities -- 5 Conclusion -- References -- Developing a Knowledge Base on Climate Change for Metropolitan Cities -- 1 Introduction -- 1.1 The Metropolis of Lyon Case Study -- 1.2 The Metropole of Montpellier Case Study -- 2 State of Art or Related Works on KM and Ontology -- 3 Methodology -- 4 Presentation of the SCO (Smart City Ontology) -- 5 Developing the WEEE Ontology -- 5.1 Eco-design a Key Element for Innovation -- 5.2 Ecosystem of the Recycling Circuit -- 6 Discussions and Conclusion. |
6.1 Smart Cities and Waste -- 6.2 Adding Recycling WEEE in the SCO -- References -- Can Artificial Intelligence Effectively Support Sustainable Development? -- 1 Introduction -- 2 Sustainability and Sustainable Development -- 3 Artificial Intelligence and Sustainability -- 3.1 Third Hype of AI -- 3.2 AI Patrimony -- 3.3 AI and Sustainability -- 4 Contribution of AI - Case of Smart City -- 5 Conclusion and Perspective -- References -- Holistic Approach to Smart Factory -- 1 Introduction -- 1.1 Components of Smart Factory: CPS and Digital Twins -- 1.2 Usefulness of the Digital Twin -- 1.3 IoT -- 2 Research Challenge -- 2.1 Workflow of DTNet -- 3 Proposed Approach - A Holistic View of Smart Factory -- 3.1 New Approach to Smart Factory in the Context of I4.0: CMon Formula to Implement Digitalization in Any System -- 3.2 The Definiton of the Research Parameters for DTNet -- 4 Conclusion and Future Work -- References -- Development of Big Data Analytics in a Multi-site Enterprise on the Example of Supply Chain Management -- 1 Introduction -- 2 Background of Big Data -- 3 Supply Chain Management 4.0 - Basic Problems and Challenges -- 4 The Proposal of Analytical Platform for SCM -- 5 The Data Model for SCM -- 6 The Analytics Development Model for SCM in a Multi-site Industrial Enterprise -- 6.1 Development of Pre-processing Data Tools -- 6.2 |
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Development of Data Mining Tools -- 6.3 Application of a Predictive Maintenance Policy in the Enterprise -- 6.4 Benchmarking and Simulation Tools -- 7 Summary -- References -- Analysing Natural Gas Prices for Turkey in the Light of a Possible Hub -- 1 Introduction -- 2 Background -- 3 Methodology and Data -- 4 Scenario Analysis -- 4.1 The Impact of COVID-19 Pandemic -- 5 Comparison of Scenarios and Discussion -- 6 Conclusion and Recommendations -- References. |
Predicting Power Deviation in the Turkish Power Market Based on Adaptive Factor Impacts -- 1 Introduction -- 2 Literature -- 3 Methodology -- 4 Imbalances in State Regulated Power Markets: Case of Turkey -- 5 Imbalance Prediction Model Proposed -- 5.1 Data -- 5.2 Phase 1: Regressor Selection -- 5.3 Phase 2: Imbalance Trend Prediction -- 5.4 Results and Discussions -- 6 Summary and Conclusion -- Appendix -- References -- Machine Learning Methods in the Inclinometers Readings Anomaly Detection Issue on the Example of Tailings Storage Facility -- 1 Introduction -- 2 Description of the Research Object and Problem -- 3 Analysis of the Inclinometer Changes -- 3.1 Data Description -- 3.2 Shear Zones Detection -- 4 Supervised Learning -- 5 Unsupervised Learning -- 6 Application to Industrial Data -- 7 Summary -- References -- Author Index. |
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2. |
Record Nr. |
UNINA9910132608203321 |
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Autore |
Dagenais Huguette |
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Titolo |
Les femmes dans la ville et dans la sociologie urbaine : les multiples facettes d'une même oppression / / Huguette Dagenais |
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Pubbl/distr/stampa |
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Chicoutimi : , : J.-M. Tremblay, , 2008 |
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ISBN |
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Descrizione fisica |
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1 online resource (31 pages) |
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Collana |
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Classiques des sciences sociales ; ; 3317 |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Introduction -- Les conditions de vie des femmes dans les villes -- Une oppression patriarcale et capitaliste -- Une oppression commune et quotidienne -- Les luttes des femmes dans les villes -- Les femmes dans la sociologie urbaine -- Une présence implicite seulement -- Des luttes ignorées -- Bibliographie. |
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3. |
Record Nr. |
UNINA9910299282803321 |
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Titolo |
Artificial Intelligence for Knowledge Management : 4th IFIP WG 12.6 International Workshop, AI4KM 2016, Held at IJCAI 2016, New York, NY, USA, July 9, 2016, Revised Selected Papers / / edited by Eunika Mercier-Laurent, Danielle Boulanger |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
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ISBN |
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Edizione |
[1st ed. 2018.] |
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Descrizione fisica |
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1 online resource (IX, 147 p. 72 illus.) |
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Collana |
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IFIP Advances in Information and Communication Technology, , 1868-422X ; ; 518 |
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Disciplina |
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Soggetti |
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Artificial intelligence |
Data mining |
Database management |
Application software |
Artificial Intelligence |
Data Mining and Knowledge Discovery |
Database Management |
Computer and Information Systems Applications |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Sommario/riassunto |
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This book features a selection of papers presented at the 4th IFIP WG 12.6 International Workshop on Artificial Intelligence for Knowledge Management, AI4KM 2016, held in New York, USA, in July 2016, in the framework of the International Joint Conference on Artificial Intelligence, IJCAI 2016. The 9 revised and extended papers were carefully reviewed and selected from 16 submissions. They present new research and innovative aspects in the field of knowledge management such as machine learning, knowledge models, KM and Web, knowledge capturing and learning, and KM and AI intersections. |
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