Znn3bq.jpeg
²é¿´: 576  |  »Ø¸´: 4
±¾Ìû²úÉú 1 ¸ö £¬µã»÷ÕâÀï½øÐв鿴

ÌǺù«ß÷ß÷

Í­³æ (³õÈëÎÄ̳)

[ÇóÖú] Âé·³´ó¼Ò°ïÎÒ²éÒ»ÏÂÕâ±ßÎÄÕ±»SCI¼ìË÷ÁËûÓÐ

ÒªÒ»¸ö½ØÍ¼¾ÍÐÐÁË£¬Ð»Ð»´ó¼Ò
ÂÛÎÄÌâÄ¿£ºA Stable-Matching-Based User Linking Method with User Preference Order
ÆÚ¿¯£ºMATHEMATICAL PROBLEMS IN ENGINEERING

» ²ÂÄãϲ»¶

ÒÑÔÄ   »Ø¸´´ËÂ¥   ¹Ø×¢TA ¸øTA·¢ÏûÏ¢ ËÍTAºì»¨ TAµÄ»ØÌû

lzg020716

ľ³æ (ÎÄѧ̩¶·)

¡¾´ð°¸¡¿Ó¦Öú»ØÌû

¡ï ¡ï ¡ï ¡ï ¡ï ¡ï ¡ï ¡ï ¡ï ¡ï ¡ï ¡ï ¡ï ¡ï ¡ï ¡ï ¡ï ¡ï ¡ï ¡ï
¸Ðл²ÎÓ룬ӦÖúÖ¸Êý +1
ÌǺù«ß÷ß÷: ½ð±Ò+20, ¡ï¡ï¡ï¡ï¡ï×î¼Ñ´ð°¸ 2017-05-13 14:28:06
sunshan4379: LS-EPI+1, ¸ÐлӦÖú£¡ 2017-05-14 15:09:47
A Stable-Matching-Based User Linking Method with User Preference Order
×÷Õß:Wang, XZ (Wang, Xuzhong)[ 1 ] ; Liu, Y (Liu, Yan)[ 1 ] ; Nan, Y (Nan, Yu)[ 1 ]
MATHEMATICAL PROBLEMS IN ENGINEERING
ÎÄÏ׺Å: 3247627
DOI: 10.1155/2017/3247627
³ö°æÄê: 2017
²é¿´ÆÚ¿¯ÐÅÏ¢
ÕªÒª
With the development of social networks, more and more users choose to use multiple accounts from different networks to meet their needs. Linking a particular user's multiple accounts not only can improve user's experience of the net-services such as recommender system, but also plays a significant role in network security. However, multiple accounts of the same user are often not directly linked to each other, and further, the privacy policy provided by the service provider makes it harder to find accounts for a particular user. In this paper, we propose a stable-matching-based method with user preference order for the problem of low accuracy of user linking in cross-media sparse data. Different from the traditional way which just calculates the similarity of accounts, we take full account of the mutual influence among multiple accounts by regarding different networks as bilateral (multilateral) market and user linking as a stable matching problem in such a market. Based on the combination of Game-Theoretic Machine Learning and Pairwise, a novel user linking method has been proposed. The experiment shows that our method has a 21.6% improvement in accuracy compared with the traditional linking method and a further increase of about 7.8% after adding the prior knowledge.
×÷ÕßÐÅÏ¢
ͨѶ×÷ÕßµØÖ·: Liu, Y (ͨѶ×÷Õß)
              China State Key Lab Math Engn & Adv Comp, Zhengzhou 450002, Peoples R China.
µØÖ·:
              [ 1 ] China State Key Lab Math Engn & Adv Comp, Zhengzhou 450002, Peoples R China
µç×ÓÓʼþµØÖ·:ms_liuyan@aliyun.com
»ù½ð×ÊÖúÖÂл
»ù½ð×ÊÖú»ú¹¹        ÊÚȨºÅ
National Natural Science Foundation of China        
61309007
U1636219
National Key Research and Development Program of China        
2016YFB0801303
²é¿´»ù½ð×ÊÖúÐÅÏ¢   
³ö°æÉÌ
HINDAWI LTD, ADAM HOUSE, 3RD FLR, 1 FITZROY SQ, LONDON, WIT 5HE, ENGLAND
Àà±ð / ·ÖÀà
Ñо¿·½Ïò:Engineering; Mathematics
Web of Science Àà±ð:Engineering, Multidisciplinary; Mathematics, Interdisciplinary Applications
ÎÄÏ×ÐÅÏ¢
ÎÄÏ×ÀàÐÍ:Article
ÓïÖÖ:English
Èë²ØºÅ: WOS:000398476600001
ISSN: 1024-123X
eISSN: 1563-5147
ÆÚ¿¯ÐÅÏ¢
Ŀ¼£º Current Contents Connect®
ÆäËûÐÅÏ¢
IDS ºÅ: ER0KK
Web of Science ºËÐĺϼ¯ÖÐµÄ "ÒýÓõIJο¼ÎÄÏ×": 27
Web of Science ºËÐĺϼ¯ÖÐµÄ "±»ÒýƵ´Î": 0
ÕÅ·É
2Â¥2017-05-13 14:23:52
ÒÑÔÄ   »Ø¸´´ËÂ¥   ¹Ø×¢TA ¸øTA·¢ÏûÏ¢ ËÍTAºì»¨ TAµÄ»ØÌû

ÌǺù«ß÷ß÷

Í­³æ (³õÈëÎÄ̳)

ÒýÓûØÌû:
2Â¥: Originally posted by lzg020716 at 2017-05-13 14:23:52
A Stable-Matching-Based User Linking Method with User Preference Order
×÷Õß:Wang, XZ (Wang, Xuzhong) ; Liu, Y (Liu, Yan) ; Nan, Y (Nan, Yu)
MATHEMATICAL PROBLEMS IN ENGINEERING
ÎÄÏ׺Å: 3247627
DO ...

Âé·³°ïÎҽظöͼ°É£¬Ð»À²£¡
3Â¥2017-05-13 14:25:53
ÒÑÔÄ   »Ø¸´´ËÂ¥   ¹Ø×¢TA ¸øTA·¢ÏûÏ¢ ËÍTAºì»¨ TAµÄ»ØÌû

lzg020716

ľ³æ (ÎÄѧ̩¶·)

ÒýÓûØÌû:
3Â¥: Originally posted by ÌǺù«ß÷ß÷ at 2017-05-13 14:25:53
Âé·³°ïÎҽظöͼ°É£¬Ð»À²£¡...

ÕâÀï´«²»ÁËͼƬ£¡
ÕÅ·É
4Â¥2017-05-13 20:17:18
ÒÑÔÄ   »Ø¸´´ËÂ¥   ¹Ø×¢TA ¸øTA·¢ÏûÏ¢ ËÍTAºì»¨ TAµÄ»ØÌû

Ò»Ö±Ïòǰ×ß×ß

Ö÷¹ÜÇø³¤ (ÎÄ̳¾«Ó¢)

ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷

¡ï ¡ï
sunshan4379: ½ð±Ò+2, ¸Ðл»ý¼«Ó¦Öú£¡ 2017-05-14 15:10:23
ÒýÓûØÌû:
4Â¥: Originally posted by lzg020716 at 2017-05-13 20:17:18
ÕâÀï´«²»ÁËͼƬ£¡...

ÎÒ¸øÄãÒ»ÕÅͼ
Âé·³´ó¼Ò°ïÎÒ²éÒ»ÏÂÕâ±ßÎÄÕ±»SCI¼ìË÷ÁËûÓÐ
FROMZEROTOHERO
5Â¥2017-05-13 22:26:47
ÒÑÔÄ   »Ø¸´´ËÂ¥   ¹Ø×¢TA ¸øTA·¢ÏûÏ¢ ËÍTAºì»¨ TAµÄ»ØÌû
Ïà¹Ø°æ¿éÌø×ª ÎÒÒª¶©ÔÄÂ¥Ö÷ ÌǺù«ß÷ß÷ µÄÖ÷Ìâ¸üÐÂ
×î¾ßÈËÆøÈÈÌûÍÆ¼ö [²é¿´È«²¿] ×÷Õß »Ø/¿´ ×îºó·¢±í
[¿¼ÑÐ] µ÷¼Á +3 ÎĵÀÐÇ̨ 2026-04-11 3/150 2026-04-11 11:45 by may_ÐÂÓî
[¿¼ÑÐ] ²ÄÁÏ¿¼Ñе÷¼Á +15 ÔÆÄ¾´ï´ï 2026-04-11 17/850 2026-04-11 10:46 by qingpingzhu
[¿¼ÑÐ] ũѧ0904 312Çóµ÷¼Á +6 Say Never 2026-04-10 6/300 2026-04-11 10:33 by wwj2530616
[¿¼ÑÐ] 275Çóµ÷¼Á +9 1624447980 2026-04-08 10/500 2026-04-11 10:20 by Delta2012
[¿¼ÑÐ] 284Çóµ÷¼Á +12 archer.. 2026-04-10 13/650 2026-04-11 08:44 by zhq0425
[¿¼ÑÐ] 282£¬µçÆø¹¤³Ìרҵ£¬Çóµ÷¼Á£¬²»Ìôרҵ +9 jggshjkkm 2026-04-10 9/450 2026-04-10 14:55 by ÄæË®³Ë·ç
[¿¼ÑÐ] 0702ÎïÀíѧѧ˶299Çóµ÷¼Á +6 ÆîÆâÁ¬ 2026-04-06 6/300 2026-04-10 11:10 by Roomoo
[¿¼ÑÐ] Çóµ÷¼Á +11 ôæôæÒ»ÊéÉú 2026-04-09 13/650 2026-04-10 10:27 by liuhuiying09
[¿¼ÑÐ] 284Çóµ÷¼Á +7 ÈÃÎÒÉϰ¶°É°¢Î÷ 2026-04-09 7/350 2026-04-09 18:59 by haironglove
[¿¼ÑÐ] ±¾¿ÆÖ£ÖÝ´óѧ£¬Ò»Ö¾Ô¸»ª¶«Ê¦·¶´óѧ282Çóµ÷¼Á +23 Ðܸçxtk 2026-04-07 26/1300 2026-04-09 17:17 by 18446523
[¿¼ÑÐ] 368»¯Ñ§Çóµ÷¼Á +13 wwwwabcde 2026-04-07 14/700 2026-04-09 14:47 by heaven_jay
[¿¼ÑÐ] ÉúÎïѧ308·ÖÇóµ÷¼Á£¨Ò»Ö¾Ô¸»ª¶«Ê¦´ó£© +13 ÏàÐűػá¹ââÍòÕ 2026-04-06 16/800 2026-04-09 13:54 by ÐìÁ¼°×ü´óÏÀ
[¿¼ÑÐ] 0703µ÷¼Á£¬Ò»Ö¾Ô¸Ìì½ò´óѧ319·Ö +23 haaaabcd 2026-04-05 26/1300 2026-04-08 16:19 by luoyongfeng
[¿¼ÑÐ] »¯Ñ§0703-Ò»Ö¾Ô¸211-338·ÖÇóµ÷¼Á +10 vants 2026-04-05 11/550 2026-04-08 16:02 by screening
[¿¼ÑÐ] Ò»Ö¾Ô¸211£¬»¯Ñ§Ñ§Ë¶£¬310·Ö£¬±¾¿ÆÖصãË«·Ç£¬Çóµ÷¼Á +10 ŬÁ¦·Ü¶·112 2026-04-07 10/500 2026-04-08 15:01 by screening
[¿¼ÑÐ] Çóµ÷¼Á +9 ÔÂ@163.com 2026-04-07 11/550 2026-04-08 14:48 by qlm5820
[¿¼ÑÐ] 312Çóµ÷¼Á +4 LR6 2026-04-06 4/200 2026-04-07 08:42 by jp9609
[¿¼ÑÐ] 377Çóµ÷¼Á +6 by.ovo 2026-04-05 6/300 2026-04-05 22:18 by dongzh2009
[¿¼ÑÐ] Çóµ÷¼Áµ½0856²ÄÁϹ¤³Ì +3 ³Ì9915 2026-04-05 3/150 2026-04-05 18:15 by À¶ÔÆË¼Óê
[¿¼ÑÐ] 085500»úеר˶³õÊÔ288Çóµ÷¼Á +3 GZJguo666- 2026-04-05 3/150 2026-04-05 18:06 by jkddd
ÐÅÏ¢Ìáʾ
ÇëÌî´¦ÀíÒâ¼û