Verfügbarkeit: Fundamentals of Predictive Text Mining

Fundamentals of Predictive Text Mining:

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Bibliographische Detailangaben
1. Verfasser:	Weiss, Sholom M. (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	London Springer London 2015
Ausgabe:	2nd ed. 2015
Schriftenreihe:	Texts in Computer Science
Schlagworte:	Computer science Database management Data mining Information storage and retrieval Text processing (Computer science) Application software Computer Science Data Mining and Knowledge Discovery Document Preparation and Text Processing Computer Appl. in Administrative Data Processing Information Storage and Retrieval Database Management Informatik Text Mining
Online-Zugang:	BTU01 FHA01 FHI01 FHM01 FHN01 FKE01 FLA01 FRO01 UBG01 UBM01 UBR01 UBT01 UBW01 UER01 UPA01 Volltext Inhaltsverzeichnis Abstract
Beschreibung:	1 Online Ressource (XIII, 239 p. 115 illus)
ISBN:	9781447167501
ISSN:	1868-0941
DOI:	10.1007/978-1-4471-6750-1

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Datensatz im Suchindex

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adam_text	FUNDAMENTALS OF PREDICTIVE TEXT MINING / WEISS, SHOLOM M. : 2015 TABLE OF CONTENTS / INHALTSVERZEICHNIS OVERVIEW OF TEXT MINING FROM TEXTUAL INFORMATION TO NUMERICAL VECTORS USING TEXT FOR PREDICTION INFORMATION RETRIEVAL AND TEXT MINING FINDING STRUCTURE IN A DOCUMENT COLLECTION LOOKING FOR INFORMATION IN DOCUMENTS DATA SOURCES FOR PREDICTION: DATABASES, HYBRID DATA AND THE WEB CASE STUDIES EMERGING DIRECTIONS DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. FUNDAMENTALS OF PREDICTIVE TEXT MINING / WEISS, SHOLOM M. : 2015 ABSTRACT / INHALTSTEXT THIS SUCCESSFUL TEXTBOOK ON PREDICTIVE TEXT MINING OFFERS A UNIFIED PERSPECTIVE ON A RAPIDLY EVOLVING FIELD, INTEGRATING TOPICS SPANNING THE VARIED DISCIPLINES OF DATA SCIENCE, MACHINE LEARNING, DATABASES, AND COMPUTATIONAL LINGUISTICS. SERVING ALSO AS A PRACTICAL GUIDE, THIS UNIQUE BOOK PROVIDES HELPFUL ADVICE ILLUSTRATED BY EXAMPLES AND CASE STUDIES. THIS HIGHLY ANTICIPATED SECOND EDITION HAS BEEN THOROUGHLY REVISED AND EXPANDED WITH NEW MATERIAL ON DEEP LEARNING, GRAPH MODELS, MINING SOCIAL MEDIA, AND ERRORS AND PITFALLS IN BIG DATA EVALUATION, TWITTER SENTIMENT ANALYSIS, AND DEPENDENCY PARSING DISCUSSION. THE FULLY UPDATED CONTENT ALSO FEATURES IN-DEPTH DISCUSSIONS ON ISSUES OF DOCUMENT CLASSIFICATION, INFORMATION RETRIEVAL, CLUSTERING AND ORGANIZING DOCUMENTS, INFORMATION EXTRACTION, WEB-BASED DATA-SOURCING, AND PREDICTION AND EVALUATION. TOPICS AND FEATURES: PRESENTS A COMPREHENSIVE, PRACTICAL AND EASY-TO-READ INTRODUCTION TO TEXT MINING INCLUDES CHAPTER SUMMARIES, USEFUL HISTORICAL AND BIBLIOGRAPHIC REMARKS, AND CLASSROOM-TESTED EXERCISES FOR EACH CHAPTER EXPLORES THE APPLICATION AND UTILITY OF EACH METHOD, AS WELL AS THE OPTIMUM TECHNIQUES FOR SPECIFIC SCENARIOS PROVIDES SEVERAL DESCRIPTIVE CASE STUDIES THAT TAKE READERS FROM PROBLEM DESCRIPTION TO SYSTEMS DEPLOYMENT IN THE REAL WORLD DESCRIBES METHODS THAT RELY ON BASIC STATISTICAL TECHNIQUES, THUS ALLOWING FOR RELEVANCE TO ALL LANGUAGES (NOT JUST ENGLISH) CONTAINS LINKS TO FREE DOWNLOADABLE INDUSTRIAL-QUALITY TEXT-MINING SOFTWARE AND OTHER SUPPLEMENTARY INSTRUCTION MATERIAL FUNDAMENTALS OF PREDICTIVE TEXT MINING IS AN ESSENTIAL RESOURCE FOR IT PROFESSIONALS AND MANAGERS, AS WELL AS A KEY TEXT FOR ADVANCED UNDERGRADUATE COMPUTER SCIENCE STUDENTS AND BEGINNING GRADUATE STUDENTS DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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author	Weiss, Sholom M.
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spelling	Weiss, Sholom M. Verfasser (DE-588)14257547X aut Fundamentals of Predictive Text Mining by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang 2nd ed. 2015 London Springer London 2015 1 Online Ressource (XIII, 239 p. 115 illus) txt rdacontent c rdamedia cr rdacarrier Texts in Computer Science 1868-0941 Computer science Database management Data mining Information storage and retrieval Text processing (Computer science) Application software Computer Science Data Mining and Knowledge Discovery Document Preparation and Text Processing Computer Appl. in Administrative Data Processing Information Storage and Retrieval Database Management Informatik Text Mining (DE-588)4728093-1 gnd rswk-swf Text Mining (DE-588)4728093-1 s DE-604 Indurkhya, Nitin Sonstige (DE-588)142575666 oth Zhang, Tong Sonstige oth Erscheint auch als Druckausgabe 978-1-4471-6749-5 https://doi.org/10.1007/978-1-4471-6750-1 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028632923&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028632923&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract
spellingShingle	Weiss, Sholom M. Fundamentals of Predictive Text Mining Computer science Database management Data mining Information storage and retrieval Text processing (Computer science) Application software Computer Science Data Mining and Knowledge Discovery Document Preparation and Text Processing Computer Appl. in Administrative Data Processing Information Storage and Retrieval Database Management Informatik Text Mining (DE-588)4728093-1 gnd
subject_GND	(DE-588)4728093-1
title	Fundamentals of Predictive Text Mining
title_auth	Fundamentals of Predictive Text Mining
title_exact_search	Fundamentals of Predictive Text Mining
title_full	Fundamentals of Predictive Text Mining by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
title_fullStr	Fundamentals of Predictive Text Mining by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
title_full_unstemmed	Fundamentals of Predictive Text Mining by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
title_short	Fundamentals of Predictive Text Mining
title_sort	fundamentals of predictive text mining
topic	Computer science Database management Data mining Information storage and retrieval Text processing (Computer science) Application software Computer Science Data Mining and Knowledge Discovery Document Preparation and Text Processing Computer Appl. in Administrative Data Processing Information Storage and Retrieval Database Management Informatik Text Mining (DE-588)4728093-1 gnd
topic_facet	Computer science Database management Data mining Information storage and retrieval Text processing (Computer science) Application software Computer Science Data Mining and Knowledge Discovery Document Preparation and Text Processing Computer Appl. in Administrative Data Processing Information Storage and Retrieval Database Management Informatik Text Mining
url	https://doi.org/10.1007/978-1-4471-6750-1 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028632923&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028632923&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT weisssholomm fundamentalsofpredictivetextmining AT indurkhyanitin fundamentalsofpredictivetextmining AT zhangtong fundamentalsofpredictivetextmining

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