Analysis of Images, Social Networks and Texts

Third International Conference, AIST 2014, Yekaterinburg, Russia, April 10-12, 2014, Revised Selected Papers
2014
ISBN: 978-3-319-12579-4
Verlag: Springer International Publishing

Buch, Englisch, Band 436, 282 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 4569 g

Reihe: Communications in Computer and Information Science

This book constitutes the proceedings of the Third International Conference on Analysis of Images, Social Networks and Texts, AIST 2014, held in Yekaterinburg, Russia, in April 2014. The 11 full and 10 short papers were carefully reviewed and selected from 74 submissions. They are presented together with 3 short industrial papers, 4 invited papers and tutorials. The papers deal with topics such as analysis of images and videos; natural language processing and computational linguistics; social network analysis; machine learning and data mining; recommender systems and collaborative technologies; semantic web, ontologies and their applications; analysis of socio-economic data.

Zielgruppe

Research

Autoren/Hrsg.

Ignatov, Dmitry I.

Khachay, Mikhail Yu.

Yavorsky, Rostislav E.

Panchenko, Alexander

Konstantinova, Natalia

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Spracherkennung, Sprachverarbeitung
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Maschinelles Lernen
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining
• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung Social Media, Semantic Web, Web 2.0
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning

Inhaltsverzeichnis

Analysis of images and videos.- Natural language processing and computational linguistics.- Social network analysis.- Machine learning and data mining.- Recommender systems and collaborative technologies.- Semantic web, ontologies and their applications.- Analysis of socio-economic data.