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Language Processing and Intelligent Information Systems

20th International Conference, IIS 2013, Warsaw, Poland, June 17-18, 2013, Proceedings
Buch | Softcover
XVI, 269 Seiten
2013 | 2013
Springer Berlin (Verlag)
978-3-642-38633-6 (ISBN)
CHF 68,90 inkl. MwSt
This book constitutes the refereed proceedings of the International Conference on Intelligent Information Systems, IIS 2013, held in Warsaw, Poland in June 2013.The 28 full papers included in this volume were carefully reviewed and selected from 53 submissions. The contributions are organized in topical sections named: Natural language processing, text and Web mining, and machine learning and search.

Natural Language Processing.- A Hybrid Approach for Robust Multilingual Toponym Extraction and Disambiguation.- Towards a Polish LTAG Grammar.- Incorporating Head Recognition Into a CRF Chunker.- Classification of Predicate-Argument Relations in Polish Data.- Online Service for Polish Dependency Parsing and Results Visualisation.- The Scent of Deception: Recognizing Fake Perfume Reviews in Polish.- Question Classification for Polish Question Answering.- Chinese Named Entity Recognition with Conditional Random Fields in the Light of Chinese Characteristics.- Detecting Syntactic Errors in Dependency Treebanks forMorphosyntactically Rich Languages.- A Method for the Computational Representation of Croatian Morphology.- Mapping Named Entities from NKJP Corpus to Skladnica Treebank and Polish Wordnet.- Automatic Detection of Annotation Errors in Polish-Language Corpora.- Unsupervised Induction of Persian Semantic Verb Classes Based on Syntactic Information.- Translation- and Projection-Based Unsupervised CoreferenceResolution for Polish.- WCCL Match - A Language for Text Annotation.- Diachronic Corpus Based Word Semantic Variation and ChangeMining.- A Representation of an Old Polish Dictionary Designed for PracticalApplications.- Text and Web Mining.- Related Entity Finding Using Semantic Clustering Based on Wikipedia Categories.- Locality Sensitive Hashing for Similarity Search Using MapReduce on Large Scale Data.- Stabilization of Users Profiling Processed by Metaclustering of Web Pages.- Towards a Keyword-Focused Web Crawler.- Threshold ML-KNN: Statistical Evaluation on Multiple Benchmarks.- Supervised Content Visualization of Scientific Publications: A Case Study on the ArXiv Dataset.- A Calculus for Personalized Pagerank.- Machine Learning and Search.- Finding the Number of Clusters on the Basis of Eigenvectors.- Study on the Estimation of the Bipartite Graph Generator Parameters.- Expected Value of the Optimization Algorithm Outcome.- Solving TravellingSalesman Problem Using Egyptian Vulture Optimization Algorithm - A New Approach.

Erscheint lt. Verlag 24.5.2013
Reihe/Serie Information Systems and Applications, incl. Internet/Web, and HCI
Lecture Notes in Computer Science
Zusatzinfo XVI, 269 p. 54 illus.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 440 g
Themenwelt Mathematik / Informatik Informatik Netzwerke
Informatik Weitere Themen Hardware
Schlagworte Algorithm analysis and problem complexity • automatic error correction • distributional semantic model • heuristic optimization • Informationssystem • Semantic Clustering • social network analysis • Spracherkennung
ISBN-10 3-642-38633-4 / 3642386334
ISBN-13 978-3-642-38633-6 / 9783642386336
Zustand Neuware
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