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1
2 1,.,., Unicode,.,,.,. 2010,,,.,,.
3 CAO: A Fully Automatic Emoticon Analysis System[1] [2]
4
5 e (2 ) (4 ) R(x, y)
6 [2]
7 , Web...[1] [2],, Unicode, , ,,,. Unicode CodePoint. 1.1:
8 ,.. e U+0065 LATIN SMALL LETTER E),. 1.2: e, Unicode.. 1.3,.,,.,..,. 1.1: :-) ( ) :-( ( ) :-/ (; ;) x x :-O o /
9
10 CAO: A Fully Automatic Emoticon Analysis System[1] Ptaszynski,, CAO. CAO Web, 10, , ,, 400. ameba, 97. 6%,, 2010, ,,.
11 [2] Web Twitter,, Positive Negative PN. 5, Perl Compatible Regular Expression.. ((?!C{3,}).){2,} C,,, 1.,. C 3 2,,., UTF-8. [0-9A-Za-z - - ] [ - ].
12 : 1 (- -)zzz (14) 2 ( )?( ) 3 ( ) ( ) 4 ( O ) ( ) 2.2: 6 1 *
13 ,, , Cafe 1, Web.,,., CAO : 1
14 , 3.2., ,.,,,. (OpenCV ). 2 R(x, y) = x,y (T (x, y ) I(x + x, y + y ) I(x, y) : (x, y) T (x, y ) :, 1, R(x, y) R(x, y) = x,y T (x, y ) I(x + x, y + y ) x,y T (x, y ) 2 x,y I(x + x, y + y ) matching.html
15 , 3,.. 3.2:
16 Java Standard Edition 7 Graphics2D, Python : 4.2 Java Graphics2D drawstring(). MSP, 16pt. google Chrome,., : (2 )
17 : (4 ),. 4.3 CAO, 325,.
18
19 Intel OpenCV Python2. 7, cv2. matchtemplate(img_gray, template, cv2. TM_CCOEFF_NORMED) 1, 2, 3 R(x, y). R(x,y), x,. R(x,y) :,. 4.5: R(x, y) 0.98,,,. 1 matching/py_template_matching.html
20 template, x (pixel), (pixel). 5,563,6 5,589,6 23,554,11 32,455,8 32,481,8 32,507,8 33,598,8 34,548,8 50,355,5 72,467,11 72,493,11 72,519,11 75,574,15 117,18,15 274,352,11, 117, x= , x, 2. (x ), 3. 2 True 2, 4. 2 False, 3 2, 5. 2 Flase 3, x, (x + ),,,, , 1. 5., 2.
21 4 20, 5, 0.
22 CAO, CAO, CAO 10,131, 1000., CAO % CAO, 2010 CAO., : / % 885/ %
23 CAO 400 8, 99%.., 3,. 5.1: 1. 2, 3,. +,, 1,,. 5.2: A 2 ( ) ( B 2 ( ) ( C 3 ( ) (
24 ,.,,., CAO,, Cafe : 418/ % CAO 390/ % 402/ % 1
25 , CAO 2010, CAO.. CAO. 5.3: CodePoint U+275B HEAVY SINGLE TURNED COMMA QUOTATION MARK ORNAMENT,2010, 5 U+30FB KATAKANA MIDDLE DOT,.
26 :, CodePoint U+141B CANADIAN SYLLABICS NASKAPI WAA. CAO 10,131, 50 U+FF0E FULLWIDTH FULL STOP % , 2,. 5.3 False positive. CAO 0%. Twitter., RT,, : 44/ % 17/ %
27 False positive 3. 1., 23/ /44 3., 9/44 2, , 2, 3, : F 90.5 (418/462) 83.6 (418/500) 87.2 (1, 3 ) 97.2 (418/430) 83.6 (418/500) 90.0 CAO 100 (390/390) 78.0 (390/500) (402/419) 81.6 (408/500) 88.2
28 ,,..,, ,,.,.,, ,,, ,.., 275? 79., 1,.
29 6 28, 5.3.2,.,,, ,, [2],. 6.1: [2] o T T ,,. CAO.
30 29,,..., New BSD Lincense Ptaszynski.
31 30 [1] Michal Ptaszynski, AO: A Fully Automatic Emoticon Analysis System Based on Theory of Kinesics IEEE Transactions on Affective Computing, vol. 1, no. 1, pp , [2],, The 5th Forum on Data Engineering and Information Management
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