Text data management and analysis : a practical introduction to information retrieval and text mining / First Edition
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| 008 | 181010s2016 nyua b 001 0 eng d | |
| 010 | ▼a 2017448518 | |
| 020 | ▼a 9781970001198 | |
| 020 | ▼a 9781970001167 (pbk.) | |
| 035 | ▼a (KERIS)REF000018597835 | |
| 040 | ▼a NLGGC ▼b eng ▼c NLGGC ▼e rda ▼d OCLCO ▼d SEA ▼d OCLCF ▼d YDX ▼d NGU ▼d CHVBK ▼d OCLCO ▼d DLC ▼d 211009 | |
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| 090 | ▼a 006.312 ▼b Z632t | |
| 100 | 1 | ▼a Zhai, ChengXiang. |
| 245 | 1 0 | ▼a Text data management and analysis : ▼b a practical introduction to information retrieval and text mining / ▼c ChengXiang Zhai, University of Illinois at Urbana-Champaign, Sean Massung, University of Illinois at Urbana-Champaign. |
| 250 | ▼a First Edition. | |
| 260 | ▼a [New York] : ▼b ACM Books, ▼c c2016. | |
| 300 | ▼a xx, 510 p. : ▼b ill. (some col.) ; ▼c 24 cm. | |
| 490 | 1 | ▼a ACM Books, ▼x 2374-6769 ; ▼v #12 |
| 504 | ▼a Includes bibliographical references (p. 477-488) and index. | |
| 520 | ▼a The growth of "big data" created unprecedented opportunities to leverage computational and statistical approaches to turn raw data into actionable knowledge that can support various application tasks. This is especially true for the optimization of decision making in virtually all application domains such as health and medicine, security and safety, learning and education, scientific discovery, and business intelligence. Just as a microscope enables us to see things in the "micro world" and a telescope allows us to see things far away, one can imagine a "big data scope" would enable us to extend our perception ability to "see" useful hidden information and knowledge buried in the data, which can help make predictions and improve the optimality of a chosen decision. This book covers general computational techniques for managing and analyzing large amounts of text data that can help users manage and make use of text data in all kinds of applications. | |
| 650 | 0 | ▼a Natural language processing (Computer science). |
| 650 | 0 | ▼a Data mining. |
| 650 | 0 | ▼a Computational linguistics ▼x Statistical methods. |
| 700 | 1 | ▼a Massung, Sean. |
| 830 | 0 | ▼a ACM books ; ▼v #12. |
| 945 | ▼a KLPA |
소장정보
| No. | 소장처 | 청구기호 | 등록번호 | 도서상태 | 반납예정일 | 예약 | 서비스 |
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| No. 1 | 소장처 과학도서관/Sci-Info(2층서고)/ | 청구기호 006.312 Z632t | 등록번호 121246197 (2회 대출) | 도서상태 대출가능 | 반납예정일 | 예약 | 서비스 |