Entry Liu:2011:UBR from talip.bib
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BibTeX entry
@Article{Liu:2011:UBR,
author = "Zhiyuan Liu and Yabin Zheng and Lixing Xie and Maosong
Sun and Liyun Ru and Yang Zhang",
title = "User Behaviors in Related Word Retrieval and New Word
Detection: a Collaborative Perspective",
journal = j-TALIP,
volume = "10",
number = "4",
pages = "20:1--20:??",
month = dec,
year = "2011",
CODEN = "????",
DOI = "https://doi.org/10.1145/2025384.2025388",
ISSN = "1530-0226 (print), 1558-3430 (electronic)",
ISSN-L = "1530-0226",
bibdate = "Thu Dec 15 09:23:26 MST 2011",
bibsource = "http://portal.acm.org/;
http://www.math.utah.edu/pub/tex/bib/talip.bib",
abstract = "Nowadays, user behavior analysis and collaborative
filtering have drawn a large body of research in the
machine learning community. The goal is either to
enhance the user experience or discover useful
information hidden in the data. In this article, we
conduct extensive experiments on a Chinese input method
data set, which keeps the word lists that users have
used. Then, from the collaborative perspective, we aim
to solve two tasks in natural language processing, that
is, related word retrieval and new word detection.
Motivated by the observation that two words are usually
highly related to each other if they co-occur
frequently in users' records, we propose a novel
semantic relatedness measure between words that takes
both user behaviors and collaborative filtering into
consideration.",
acknowledgement = ack-nhfb,
articleno = "20",
fjournal = "ACM Transactions on Asian Language Information
Processing",
journal-URL = "http://portal.acm.org/browse_dl.cfm?&idx=J820",
}
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12(1)3
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2(2)164,
3(2)128,
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4(2)78,
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13(4)18
- semantic,
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5(2)165,
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10(4)21,
11(3)8,
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11(4)15,
11(4)18,
12(3)11,
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- set,
1(3)269,
5(2)121,
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12(1)2,
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13(4)17
- solve,
6(2)7,
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12(3)12,
12(4)16
- take,
8(2)8,
10(1)4,
11(2)7
- task,
2(1)49,
5(2)89,
5(2)121,
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12(2)5,
12(2)7,
12(3)9,
12(4)17,
13(2)10,
13(4)17
- then,
5(2)121,
6(2)6,
7(1)1,
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7(4)12,
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13(2)9,
13(3)13,
13(4)16
- two,
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7(2)7,
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7(4)11,
7(4)12,
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8(1)4,
8(2)7,
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13(3)11,
13(4)17
- used,
5(2)89,
5(2)146,
7(1)3,
7(2)6,
7(2)7,
7(3)9,
7(4)12,
7(4)13,
8(3)10,
8(4)17,
9(1)1,
9(1)3,
9(2)6,
9(3)10,
10(1)2,
10(1)6,
10(2)7,
10(2)8,
10(3)12,
10(3)13,
11(1)2,
11(1)3,
11(3)10,
11(4)13,
11(4)14,
12(2)5,
12(3)9,
12(3)11,
12(3)12,
13(2)6,
13(3)11
- useful,
4(3)243,
5(2)146,
6(4)1,
7(2)6,
8(4)19,
9(3)12,
12(4)16,
13(3)13
- user,
6(2)8,
7(3)8,
12(1)2,
12(4)15,
13(2)8
- usually,
6(4)2,
7(4)11,
7(4)12,
10(4)21,
12(1)2
- which,
5(2)89,
5(2)121,
6(2)6,
6(2)8,
6(3)10,
6(4)1,
7(1)3,
7(2)7,
7(3)10,
7(4)13,
8(1)2,
8(1)4,
8(2)9,
8(3)10,
8(3)12,
8(4)14,
8(4)16,
8(4)18,
9(1)1,
9(2)5,
9(3)12,
9(4)14,
9(4)15,
10(1)4,
10(1)6,
10(2)7,
10(2)8,
10(2)9,
10(3)12,
10(3)13,
10(3)14,
10(3)15,
10(4)17,
10(4)19,
11(2)6,
11(3)8,
11(3)9,
11(4)13,
11(4)14,
11(4)15,
11(4)16,
11(4)18,
12(1)1,
12(1)3,
12(1)4,
12(2)5,
12(2)6,
12(2)7,
12(3)10,
12(3)11,
12(4)15,
12(4)17,
13(1)1,
13(2)8,
13(3)13,
13(4)17,
13(4)18