Cantitate/Preț
Produs
Total produse
Vezi coșul
Knowledge Science, Engineering and Management: 4th International Conference, KSEM 2010, Belfast, Northern Ireland, UK, September 1-3, 2010, Proceedings de Yaxin Bi

Knowledge Science, Engineering and Management: 4th International Conference, KSEM 2010, Belfast, Northern Ireland, UK, September 1-3, 2010, Proceedings: Lecture Notes in Computer Science, cartea 6291

Editat de Yaxin Bi, Mary Anne Williams
en Limba Engleză Paperback – 19 aug 2010

Metodologia care fundamentează acest volum colectiv se concentrează pe intersecția dintre ingineria cunoașterii și managementul sistemelor complexe, punând un accent deosebit pe designul ontologiilor, arhitecturi de date și tehnici avansate de data mining. Suntem de părere că rigoarea selecției — doar 45 de lucrări dintr-un proces competitiv de peer review — asigură o bază solidă pentru specialiștii care caută soluții practice în reprezentarea și integrarea cunoștințelor. Structura volumului este organizată progresiv, începând cu analiza activităților din date video și evoluând spre limbaje de inginerie ontologică și modele de direcție cardinală eterogenă. Cititorul care a aplicat ideile din Knowledge and Systems Engineering va găsi aici o continuare tehnică valoroasă, în special în ceea ce privește utilizarea logicii possibiliste și a rețelelor neurale pentru codificarea cunoștințelor de fundal. Merită menționat că volumul nu se limitează la teorie, ci include secțiuni dedicate depanării ontologiilor OWL DL inconsistente și prezentării rezultatelor de regăsire a informațiilor. Prin includerea sesiunilor speciale despre Semantic Web și analize seismice, lucrarea demonstrează versatilitatea metodelor de Knowledge Science în domenii critice. Putem afirma că acest volum, publicat sub egida Springer, rămâne un reper pentru înțelegerea modului în care sistemele bazate pe cunoaștere pot fi proiectate pentru a gestiona volume mari de date și relații semantice complexe.

Citește tot Restrânge

Din seria Lecture Notes in Computer Science

Preț: 63876 lei

Preț vechi: 79845 lei
-20%

Puncte Express: 958

Carte disponibilă

Livrare economică 01-15 iunie

 Adaugă în coș

Wish list
Gift list
Am citit!
Adaugă în listă

Specificații

ISBN-13: 9783642152795
ISBN-10: 3642152791
Pagini: 623
Ilustrații: XIII, 618 p. 156 illus.
Dimensiuni: 13 x 92 x 35 mm
Greutate: 0.94 kg
Ediția:2010
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

De ce să citești această carte

Recomandăm acest volum cercetătorilor și inginerilor de sistem care doresc să aprofundeze mecanismele de extragere și integrare a cunoștințelor. Cititorul câștigă acces la studii de caz concrete despre ontologii și data mining, beneficiind de expertiza unor editori precum Yaxin Bi. Este o resursă esențială pentru cei care dezvoltă sisteme inteligente și necesită baze teoretice solide în logică fuzzy și reprezentarea datelor.

Cuprins

Mining Video Data: Learning about Activities.- Ontology Languages and Engineering.- Theory of Belief Functions for Data Analysis and Machine Learning Applications: Review and Prospects.- Modeling Ontological Concepts of Locations with a Heterogeneous Cardinal Direction Model.- Finding Minimal Rare Itemsets and Rare Association Rules.- Background Knowledge Integration in Clustering Using Purity Indexes.- A Comparison of Merging Operators in Possibilistic Logic.- Modelling and Reasoning in Metamodelling Enabled Ontologies.- Towards Encoding Background Knowledge with Temporal Extent into Neural Networks.- A Fuzzy Description Logic with Automatic Object Membership Measurement.- Decomposition-Based Optimization for Debugging of Inconsistent OWL DL Ontologies.- A Concept Hierarchy Based Ontology Mapping Approach.- Composing Cardinal Direction Relations Basing on Interval Algebra.- Retrieval Result Presentation and Evaluation.- Autonomy: Life and Being.- A Method of Social Collaboration and Knowledge Sharing Acceleration for e-Learning System: The Distance Learning Network Scenario.- A Comparative Study of Target-Based Evaluation of Traditional Craft Patterns Using Kansei Data.- Optimization of Multiple Related Negotiation through Multi-Negotiation Network.- Reasoning Activity for Smart Homes Using a Lattice-Based Evidential Structure.- Knowledge Modelling to Support Inquiry Learning Tasks.- Building the Knowledge Base to Support the Automatic Animation Generation of Chinese Traditional Architecture.- Discovery of Relation Axioms from the Web.- An Improved Piecewise Aggregate Approximation Based on Statistical Features for Time Series Mining.- Incorporating Duration Information in Activity Recognition.- A Graphical Model for Risk Analysis and Management.- Towards Awareness Services Usage Characterization: Clustering Sessions in a Knowledge Building Environment.- Adjusting Class Association Rules from Global and Local Perspectives Based on Evolutionary Computation.- Probabilistic Declarative Process Mining.- Making Ontology-Based Knowledge and Decision Trees Interact: An Approach to Enrich Knowledge and Increase Expert Confidence in Data-Driven Models.- A Novel Initialization Method for Semi-supervised Clustering.- Constructing and Mapping Fuzzy Thematic Clusters to Higher Ranks in a Taxonomy.- Anticipation as a Strategy: A Design Paradigm for Robotics.- Modular Logic Programming for Web Data, Inheritance and Agents.- Automatic Collecting Technique of Low Frequency Electromagnetic Signals and Its Application in Earthquake Study.- Improving Search in Tag-Based Systems with Automatically Extracted Keywords.- Towards a Framework for Trusting the Automated Learning of Social Ontologies.- PlayPhysics: An Emotional Games Learning Environment for Teaching Physics.- A SOM-Based Technique for a User-Centric Content Extraction and Classification of Web 2.0 with a Special Consideration of Security Aspects.- Modularizing Spatial Ontologies for Assisted Living Systems.- Towards Scalable Instance Retrieval over Ontologies.- MindDigger: Feature Identification and Opinion Association for Chinese Movie Reviews.- The Impact of Latency on Online Classification Learning with Concept Drift.- Efficient Reasoning with RCC-3D.- Automated Ontology Generation Using Spatial Reasoning.- Facilitating Experience Reuse: Towards a Task-Based Approach.- Behavioural Rule Discovery from Swarm Systems.- Knowledge Discovery Using Bayesian Network Framework for Intelligent Telecommunication Network Management.- Combining Logic and Probabilities for Discovering Mappings between Taxonomies.- An Ontology-Based Semantic Web Service Space Organization and Management Model.- Genetic Algorithm-Based Multi-objective Optimisation for QoS-Aware Web Services Composition.- Knowledge Merging under Multiple Attributes.- Feature Selection Based on Mutual Information and Its Application in Hyperspectral Image Classification.- Static, Dynamic and Semantic Dimensions: Towards a Multidisciplinary Approach of Social Networks Analysis.- Knowledge Based Systems and Metacognition in Radar.- Maximus-AI: Using Elman Neural Networks for Implementing a SLMR Trading Strategy.- A Formalism for Causal Explanations with an Answer Set Programming Translation.- Earthquake Prediction Based on Levenberg-Marquardt Algorithm Constrained Back-Propagation Neural Network Using DEMETER Data.- Affinity Propagation on Identifying Communities in Social and Biological Networks.- Semantic Decomposition of Indicators and Corresponding Measurement Units.- Engineering Knowledge for Assistive Living.- Large-Scale, Exhaustive Lattice-Based Structural Auditing of SNOMED CT.

Caracteristici

up-to-date results fast track conference proceedings state-of-the-art report

Descriere

The proceedings contains the papers selected for the 4th International Conf- ence on Knowledge Science, Engineering and Management (KSEM). The c- lection of papers represent the wide range of research activities that have been carriedout, coveringknowledgerepresentationandreasoning, knowledgeextr- tion, knowledge integration, data mining and knowledge discovery, etc. Ad- tionally, two special sessions: Theoryand Practiceof Ontologyfor the Semantic Web and Application of Data Mining to Seismic Data Analysis for Earthquake Study have been included along with the main conference program. All of the papers havebeen peer reviewedby the members of the ProgramCommittee and external reviewers; 45 regular papers and 12 short papers were selected. They represent the state of the art of research in KSEM-related research areas. The International Conference on Knowledge Science, Engineering and M- agement in 2010 was the fourth event in the series of successful conferences, previously held in Guilin, China, Melbourne, Australia, and Vienna, Austria. It speci'cally focused on becoming a premier forum for prototype and deployed knowledge engineering and knowledge-based systems. KSEM o'ers an exc- tional opportunity for presenting original work, the latest scienti'c and te- nological advances on knowledge-related systems, and discussing and debating practical challenges and opportunities for the research community. A great many people contributed to making KSEM2010 a successful conf- ence. First of all, we would like to thank the KSEM2010 Organizing Committee and the School of Computing and Mathematics and the University of Ulster for providing crucial support throughout the organization of the conference."