1.

Record Nr.

UNINA9910483103603321

Titolo

Artificial Intelligence: Methodology, Systems, and Applications : 16th International Conference, AIMSA 2014, Varna, Bulgaria, September 11-13, 2014, Proceedings / / edited by Gennady Agre, Pascal Hitzler, Adila A. Krisnadhi, Sergei O. Kuznetsov

Pubbl/distr/stampa

Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014

ISBN

3-319-10554-X

Edizione

[1st ed. 2014.]

Descrizione fisica

1 online resource (XIX, 302 p. 80 illus.)

Collana

Lecture Notes in Artificial Intelligence ; ; 8722

Disciplina

004

Soggetti

Artificial intelligence

Data mining

Information storage and retrieval

Application software

User interfaces (Computer systems)

Computer simulation

Artificial Intelligence

Data Mining and Knowledge Discovery

Information Storage and Retrieval

Information Systems Applications (incl. Internet)

User Interfaces and Human Computer Interaction

Simulation and Modeling

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Note generali

Bibliographic Level Mode of Issuance: Monograph

Nota di contenuto

Learning Probabilistic Semantic Network of Object-oriented Action and Activity -- Semantic-aware Expert Partitioning -- User-Level Opinion Propagation Analysis in Discussion Forum Threads -- Social News Feed Recommender -- Boolean Matrix Factorisation for Collaborative Filtering: An FCA-Based Approach -- Semi-Supervised Image Segmentation -- Analysis of Rumor Spreading in Communities Based on Modified SIR Model in Microblog -- Modeling a System for Decision Support in Snow Avalanche Warning -- Using Balanced Random Forest



and Weighted Random Forest -- Applying Language Technologies on Healthcare Patient Records for Better Treatment of Bulgarian Diabetic Patients -- Incrementally Building Partially Path Consistent Qualitative Constraint Networks -- A Qualitative Spatio-Temporal Framework Based on Point Algebra -- Training Datasets Collection and Evaluation of Feature Selection Methods for Web Content Filtering -- Feature Selection by Distributions Contrasting -- Educational Data Mining for Analysis of Students' Solutions.

Sommario/riassunto

This book constitutes the refereed proceedings of the 16th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 2014, held in Varna, Bulgaria in September 2014. The 14 revised full papers and 9 short papers presented were carefully reviewed and selected from 53 submissions. The range of topics is almost equally broad, from traditional areas such as computer vision and natural language processing to emerging areas such as mining the behavior of Web-based communities.