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研究进展

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| style="width: 1258px;" | 本课题组在数据采集、数据建模和平台开发方面展开了相关工作，陆续得到工信部产业化基金（2008）、973项目（2011）、发改委4G专项（2013）、科技部重点研发项目（2016）和若干企事业基金的支持，近年相关研究成果发表在ICTAI2015-2016、BIBM2015、BIBM2016、AAAI2017等，在应用实践方面，近年本申请团队在大数据及智能系统与本次申请项目有支撑作用的应用实践主要有： 1）企业征信互联网大数据服务平台：该系统从互联网中富集与企业信用相关的数据（反映企业行业领导地位、财务能力、政府监管信息、互联网舆情等），对企业进行多维画像和标签化，并构建风险预警模型，为企业征信提供技术支撑，从2014年开始，本平台以数据服务和计算服务的模式进行部署，目前该系统已经产业化推广； 2）中药联合用药安全预警大数据平台：该系统通过有效富集中医药古典文献数据、现代中医药期刊会议论文、中医药研究相关实验数据、临床中西医联合诊疗电子病历数据，对中西医联合用药配伍规律及主成分药物群进行建模，为联合用药提供预警服务。该系统作为973项目“ 基于‘十八反’的中药配伍禁忌理论基础研究”（编号：2011CB505300）的子课题的软件实现，已经在2015年8月获得973专家组的验收，获得一致好评，同时在项目验收后，以该系统为基础，正在进行“基于‘十九畏’的中药配伍禁忌数据挖掘与知识发现”的预研。

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'''Selected Paper'''

2017 #Wu J, Zhang L, ~~'''~~Wang C*''', Xie J. Mechanism Design for Social Law Synthesis under Incomplete Information[C]. ''In'' ''Proceedings of AAMAS-17''. São Paulo, Brazil, 2017. #Wu J, Zhang L, ~~'''~~Wang C*''', Xie J. Synthesizing Optimal Social Laws for Strategical Agents via Bayesian Mechanism Design[C]. In ''Proceedings of AAMAS-17''. São Paulo, Brazil, 2017. #Lu H, Xie L, Kang N, ~~'''~~Wang C*''' and Xie J. Don't Forget the Quantifiable Relationship between Words: Using Recurrent Neural Network for Short Text Topic Discovery[C]. In ''Proceedings of AAAI-17''. San Francisco, USA, 2017. #Jiang J, Shi P, An B, Yu J, ~~'''~~Wang C~~'''~~. Measuring the social influences of scientist groups based on multiple types of collaboration relations[J]. ''Information Processing and Management'', 2016, 53(1): 1-20.

2016 <ol start="5">

<li>Li Y, Li H, Wang Q, ~~'''~~Wang C ~~'''~~and Fan X. Traditional Chinese Medicine Formula Evaluation Using Multi-instance Multi-label Framework[C]. In ''Proceedings of BIBM-16''. Shenzhen, China, 2016: 484-488.</li><li>Liu L, Liu M, ~~'''~~Wang C~~'''~~, Wang J. Compile-time Automatic Synchronization Insertion and Redundant Synchronization Elimination for GPU Kernels[C]. In ''Proceedings of ICPADS-16''. Wuhan, China, 2016: 826-834.</li><li>Jiang L, Lu H, Xu M and ~~'''~~Wang C~~'''~~. Biterm Pseudo Document Topic Model for Short Text[C]. In ''Proceedings of ICTAI-16''. San Jose, USA, 2016: 865-872.</li><li>Feng H, Zhang W, Wu H and ~~'''~~Wang C~~'''~~. Web Page Segmentation and its Application for Web Information Crawling[C]. In ''Proceedings of ICTAI-16''. San Jose, USA, 2016: 598-605.</li><li>Zhang L, Chen H, Wu J, ~~'''~~Wang C~~'''~~, Xie J. False-Name-Proof Mechanisms for Path Auctions in Social Networks[C]. In ''Proceedings of'' ''ECAI-16''. Hague, Holland, 2016: 1485-1492.</li><li>刘峰, ~~'''~~王崇骏~~'''~~, 骆斌. 一种基于最优策略概率分布的POMDP值迭代算法[J]. ''电子学报'', 2016, 44(5): 1078-1084.</li>

</ol>

2015 <ol start="11">

<li>Zhang L, ~~'''~~Wang C* '''and Xie J. Cost optimal planning with multi valued landmarks[J]. ''AI Communications'', 2015, 28(3): 579-590.</li><li>Liu F, ~~'''~~Wang C~~'''~~ and Luo B. PCFBPI: A point clustering feature based policy iteration algorithm[C]. In ''Proceedings of'' ''ICTAI-15''. Vietri sul Mare, Italy, 2015: 119-124.</li><li>Wang Q, Li H and ~~'''~~Wang C~~'''~~. Using hierarchical clustering algorithm to detect community structure in Traditional Chinese Medicine Formula network[C]. In ''Proceedings of'' ''ICTAI-15''. Vietri sul Mare, Italy, 2015: 132-138.</li><li>Lu H, Chen F, Xu M, ~~'''~~Wang C~~'''~~ and Xie J. Never Ignore The Significance Of Different Anomalies: A Cost-sensitive Algorithm Based On Loss Function For Anomaly Detection[C]. In ''Proceedings of'' ''ICTAI-15''. Vietri sul Mare, Italy, 2015: 1099-1105.</li><li>Peng Y, Fang M, ~~'''~~Wang C~~'''~~, and Xie J. Entropy Chain Multi-Label Classifiers for Traditional Medicine Diagnosing Parkinson’s Disease[C]. In ''Proceedings of'' ''BIBM-15''. Washington DC, USA, 2015: 1722-1724.</li><li>Liu L, Liu M, ~~'''~~Wang C~~'''~~. A low overhead storage format for SPmV on GPU systems[C]. In ''Proceedings of'' ''ICPADS-15''. Melbourne, Australia, 2015: 733-741.</li>

</ol>

2014 <ol start="17">

<li>胡云, ~~'''~~王崇骏~~*'''~~, 吴骏, 谢俊元, 李慧. 微博网络上的重叠社群发现与全局表示[J]. ''软件学报'', 2014, 25(12): 2824-2836.</li><li>Zhang L, ~~'''~~Wang C*''' and Xie J. Cost optimal planning with LP-based multi-valued landmark heuristic[C]. In ''Proceedings of AAMAS-14''. Paris, France, 2014: 509-516.</li><li>Yang J, Jiang L,~~'''~~Wang C~~'''~~ and Xie J. Multi-Label Emotion Classification for Tweets in Weibo: Method and Application[C]. In ''Proceedings of ICTAI-14''. Limassol, Cyprus, 2014: 424-428.</li><li>Liu F, Li H and ~~'''~~Wang C~~'''~~. nso-HSVI: A not-so-optimistic Heuristic Search Value Iteration Algorithm for POMDPs[C]. In ''Proceedings of ICTAI-14''. Limassol, Cyprus, 2014: 689-693.</li><li>Fang M, Xiao Y, ~~'''~~Wang C~~'''~~ and Xie J. Multi-Label classification: Dealing with Imbalance by Combining Labels[C]. In ''Proceedings of ICTAI-14''. Limassol, Cyprus, 2014: 233-237.</li><li>Zhang C, Zhang L, ~~'''~~Wang C~~'''~~ and Xie J. Text Summarization Based on Sentence Selection with Semantic Representation[C]. In ''Proceedings of ICTAI-14''. Limassol, Cyprus, 2014: 584-590.</li><li>Wu J, ~~'''~~Wang C~~'''~~ and Xie J. Automated Model Revision for Coordinated Open Systems[C]. In ''Proceedings of ICTAI-14''. Limassol, Cyprus, 2014: 984-988.</li>

</ol>

2013 <ol start="24">

<li>Liu Y, Pan L, Jia X, ~~'''~~Wang C~~'''~~, Xie J. Three-Way Decision Based Overlapping Community Detection[C]. In ''Proceedings of'' ''RSKT-13''. Halifax, Canada, 2013: 279-290.</li><li>Hu Y, Zhou Z, Xie J, ~~'''~~Wang C~~'''~~. An Algorithm for Mining Top K Influential Community Based Evolutionary Outliers in Temporal Dataset[C]. In ''Proceedings of'' ''ICTAI-13. ''Washington DC, USA, 2013: 524-531.</li><li>Zhan Q, Yang H, ~~'''~~Wang C~~'''~~, Xie J. CPP-SNS: A Solution to Influence Maximization Problem Under Cost Control[C]. In ''Proceedings of ICTAI-13. ''Washington DC, USA, 2013: 849-856.</li><li>Pan L, ~~'''~~Wang C~~'''~~, Xie J. Spin-Glass Model based Local Community Detection Method in Social Networks[C]. In ''Proceedings of'' ''ICTAI-13. ''Washington DC, USA, 2013: 108-115.</li><li>Zhan Y, Wu J, ~~'''~~Wang C~~'''~~, Liu M, Xie J. On the complexity of undominated core and farsighted solution concepts in coalitional games[C]. In ''Proceedings of'' ''AAMAS-13''. Saint Paul, USA, 2013: 1177-1178.</li><li>Zhang L, ~~'''~~Wang C~~'''~~, Wu J, Liu M, Xie J. Planning Multi-Valued Landmarks[C]. In ''Proceedings of'' ''AAAI-13''. Bellevue, USA, 2013: 1653-1654.</li><li>胡云, ~~'''~~王崇骏~~*'''~~, 谢俊元, 周作建. 社群演化的稳健迁移估计及演化离群点检测[J]. ''软件学报'', 2013, 24(11): 2710-2720.</li>

</ol>

2012 <ol start="31">

<li>Zhan Y, Wu J,~~'''~~Wang C~~'''~~, Liu M and Xie J. On the Complexity and Algorithms of Coalition Structure Generation in Overlapping Coalition Formation Games[C]. In ''Proceedings of ICTAI-12''. Athens, Greece, 2012: 868-873.</li><li>Pan L, Dai C, ~~'''~~Wang C~~'''~~, Xie J and Liu M. Overlapping Community Detection via leader-based Local Expansion in Social Networks[C]. In ''Proceedings of ICTAI-12''. Athens, Greece, 2012: 397-404.</li><li>~~'''~~王崇骏~~*'''~~, 吴骏, 张雷等. 联盟规范系统及其规范能力极限[J]. ''软件学报'', 2012, 23(7): 1796-1804.</li><li>潘磊, 金杰, ~~'''王崇骏'''~~等王崇骏等. 社会网络中基于局部信息的边社区挖掘[J]. ''电子学报'', 2012, 40(11): 2255-2263.</li>

</ol>

2011 <ol start="35">

<li>Pan L, ~~'''~~Wang C*''', Xie J, Liu M. Detecting Link Communities Based on Local Approach[C]. In ''Proceedings of ICTAI-11''. Boca Raton, USA, 2011: 884-886.</li><li>Jin J, Pan L, ~~'''~~Wang C*''', Xie J. A Center-based Community Detection Method In Weighted Networks[C]. In ''Proceedings of ICTAI-11''. Boca Raton, USA, 2011: 513-518.</li><li>~~'''~~Wang C~~'''~~, Wu J, Wang Z, Xie J. Strategic Ability Updating in Concurrent Games by Coalitional Commitment[J]. ''IEEE Transactions on SMC(Part B)'', 2011, 41(6): 1442-1457.</li><li>Wu J, ~~'''~~Wang C*''', Xie J. A Framework for Coalitional Normative Systems[C]. In ''Proceedings of'' ''AAMAS-11''. Taipei, 2011: 259-266.</li><li>胡云, 谢俊元, ~~'''~~王崇骏~~*'''~~. 基于组合码字的矢量量化编码算法[J]. ''南京大学学报自然科学'', 2011, 47(5): 559-565.</li><li>张玉华, 华浩明, 范欣生, ~~'''王崇骏'''~~~~，段金廒~~王崇骏，段金廒. 基于关联规则方法探讨胸痹心痛方中十八反药对的应用规律[J]. ''中国中药杂志'', 2011, 36(24): 3544-3547.</li>

</ol>

2010 <ol start="41">

<li>Zhang L, Wu J, ~~'''~~Wang C*'''. A Factor-Based Model for Context-Sensitive Skill Rating Systems[C]. In ''Proceedings of ICTAI-10''. Arras, France, 2010: 249-255.</li><li>Zhang L, Wu J, ~~'''~~Wang C*'''. Multi-relational Topic Model for Social Recommendation[C]. In ''Proceedings of ICTAI-10''. Arras, France, 2010: 349-350.</li><li>韩进, 蔡圣闻, ~~'''~~~~王崇骏~~王崇骏等~~'''~~等. . 一种基于π^t演算的安全协议建模方法[J]. ''计算机研究与发展'', 2010, 47(4): 613-620.</li><li>朱小虎, 宋文军, ~~'''~~~~王崇骏~~王崇骏等*. ~~'''~~等用于社团发现的. Girvan-Newman~~用于社团发现的~~改进算法~~Girvan-Newman~~[J]. ''~~改进算法~~计算机科学与探索''~~[J]~~, 2010, 04(12): 1101-1108. ''~~计算机科学与探索~~''<~~span lang=~~/li><li>~~, 2010, 04(12): 1101-1108.~~</spanstyle="color:black">宋文军lang="EN-US" style="color:black">, </~~li><li~~span>刘红星<span~~ style="color:black">~~宋文军~~, 王崇骏等, . ~~刘红星~~以图频繁集为基础的核心节点发现, [J]. '''~~王崇骏~~计算机科学与探索''*, 2010, 4(1): 82-88.~~'''~~等<~~span lang="EN-US" style="color:black">.~~ /li><~~/span~~li>~~以图频繁集为基础的核心节点发现~~吴涛~~[J].~~ , ''~~计算机科学与探索~~王崇骏'', ~~2010, 4(1): 82-88.~~<~~/span></~~spanstyle="color:black">谢俊元</~~li><li~~span>. 吴涛基于部分可观测马尔可夫决策过程的网络入侵意图识别研究, [J]. '''~~王崇骏~~南京大学学报自然科学''*, 2010, 46(2): 122-130.~~'''~~, <~~/span~~/li><li>谢俊元</span~~Times New Roman,Times,serif;">. 孙正基于部分可观测马尔可夫决策过程的网络入侵意图识别研究~~[J].~~ , ''~~南京大学学报自然科学~~宋文军'', ~~2010, 46(2): 122-130.<~~~~</li>~~<li>孙正, 宋文军, '''王崇骏*'''等王崇骏等. 用于社团分析的差异性度量方法[J]. ''南京大学学报自然科学'', 2010, 46(5): 528-534.</li><li>刘志杰, ~~'''~~王崇骏~~*'''~~. 一个基于复合攻击路径图的报警关联算法[J]. ''南京大学学报自然科学'', 2010, 46(1): 56-63.</li>

</ol>

2009 <ol start="49">

<li>Wu J, ~~'''~~Wang C*''', Zhang L, et al. Coalitional planning in game-like domains via ATL model checking[C]. In ''Proceedings of ICTAI-09''. Newark, USA, 2009: 645-652.</li><li>Zhou Q, ~~'''~~Wang C*''', Xie J. CORE: A Trust Model for Agent Coalition Formation[C]. In ''Proceedings of ICNC and FSKD-09''. Tianjin, China, 2009: 11-17.</li><li>Wu J, ~~'''~~Wang C~~'''~~, Tu X, Xie J, Pu L. Temporal Reasoning in Urban Growth Simulation[C]. In ''Proceedings of RSKT-09''. Gold Coast, Australia, 2009: 529-537.</li><li>Wu J, ~~'''~~Wang C*''', Tu X, Xie J. On the Logic of Cellular Reactive Systems[C]. In ''Proceedings of IAT-09''. Milan, Italy, 2009: 241-248.</li><li>周清华, 谢俊元, ~~'''~~王崇骏~~*'''~~. 多Agent对抗环境下联盟形成的信任模型[J]. ''计算机科学与探索'', 2009, 3(5): 491-497.</li>

</ol>

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