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Text analysis pipelines :towards ad-hoc large-scale text mining /
紀錄類型:
書目-語言資料,印刷品 : 單行本
正題名/作者:
Text analysis pipelines :/ Henning Wachsmuth.
其他題名:
towards ad-hoc large-scale text mining /
作者:
Wachsmuth, Henning.
出版者:
Cham :Springer,c2015.
面頁冊數:
xx, 302 p. :ill. ;24 cm.
標題:
Data mining. -
ISBN:
9783319257402 (pbk.) :
ISBN:
3319257404 (pbk.)
Text analysis pipelines :towards ad-hoc large-scale text mining /
Wachsmuth, Henning.
Text analysis pipelines :
towards ad-hoc large-scale text mining /Henning Wachsmuth. - Cham :Springer,c2015. - xx, 302 p. :ill. ;24 cm. - Lecture notes in computer science,93830302-9743 ;. - Lecture notes in computer science ;9383.
Includes bibliographical references (p. 281-291) and index.
"This monograph proposes a comprehensive and fully automatic approach to designing text analysis pipelines for arbitrary information needs that are optimal in terms of run-time efficiency and that robustly mine relevant information from text of any kind. Based on state-of-the-art techniques from machine learning and other areas of artificial intelligence, novel pipeline construction and execution algorithms are developed and implemented in prototypical software. Formal analyses of the algorithms and extensive empirical experiments underline that the proposed approach represents an essential step towards the ad-hoc use of text mining in web search and big data analytics." -- publisher's description.
ISBN: 9783319257402 (pbk.) :NT1662Subjects--Topical Terms:
147024
Data mining.
LC Class. No.: QA76.9.D343 / W33 2015
Dewey Class. No.: 006.312
Text analysis pipelines :towards ad-hoc large-scale text mining /
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