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1.X.Zheng,M.Wang,R.Xu,J.Li and Y.Wang,'Modeling Dynamic Missingness of Implicit Feedback for Sequential Recommendation,'in IEEE Transactions on Knowledge and Data Engineering.2020.3,early access,https://doi.org/10.1109/TKDE.2020.2980517(CCF A,IF 3.857)
2.Xiaolin Zheng,Disheng Dong,Adversarial Deep Hybrid Model for Text-aware Recommendation with Convolutional Neural Network,Applied Sciences,2020,10(1),https://doi.org/10.3390/app10010156.(SCI,IF 2.217)
3.Feng Zhu,Chaochao Chen,Yan Wang,Guanfeng Liu,and Xiaolin Zheng,TCDR:A Framework for Dual-Target Cross-Domain Recommendation,ACM CIKM2019,November 3–7,2019,1533-1042,Beijing,China.https://doi.org/10.1145/3357384.3357992
4.Xiao-lin ZHENG,Meng-ying ZHU,Qi-bing LI,Chao-chao CHEN,Yan-chao TAN,FinBrain:when finance meets AI 2.0,Frontiers of Information Technology&Electronic Engineering,2019,20(7):914-924.https://doi.org/10.1631/FITEE.1700822(SCI IF:1.033)
5.Xiaolin Zheng,Menghan Wang,Chaochao Chen,Yan Wang,Zhehao Cheng.EXPLORE:EXPLainable item-tag CO-Recommendation[J].Information Sciences,2019,474:170-186.https://doi.org/10.1016/j.ins.2018.09.054(Journal CCF-B,SCI,IF:5.524)
6.Menghang Wang,Gong Mingming,Xiaolin Zheng(*),Zhang Kun,Modeling Dynamic Missingness of Implicit Feedback for Recommendation,Thirty-second Conference on Neural Information Processing Systems(NeurIPS2018),2018,Dec.3th.(CCF A)
7.Guofang Ma,Yuexuan Wang,Xiaolin Zheng(*),Menghang Wang,Leveraging Transitive Trust Relations to Improve Cross-Domain Recommendation,IEEE Access,pp.38012-38025,June.25,2018,https://doi.org/10.1109/ACCESS.2018.2850706.(SCI,IF:4.098)
8.Chaochao Chen,Kevin Chang,Qibing Li,Xiaolin Zheng(*),Semi-supervised Learning Meets Factorization:Learning to Recommend with Chain Graph Model,ACM Transactions on Knowledge Discovery from Data.Volume 12 Issue 6,October 2018.(SCI,IF:2.538)
9.Disheng Dong,Xiaolin Zheng(Correspongding Author),Ruixun Zhang,Yan Wang,Recurrent Collaborative Filtering for Unifying General and Sequential Recommender,the 27th International Joint Conference on Artificial Intelligence(IJCAI-18),Stockholm,Sweden.(CCF A类)
10.Menghan Wang,Xiaolin Zheng(Correspongding Author),Yang Yang,Kun Zhang,Collaborative Filtering with Social Exposure:A Modular Approach to Social Recommendation,the 32th AAAI Conference on Artificial Intelligence(AAAI-18),the Hilton New Orleans Riverside,New Orleans,USA.(CCF A)
11.Surong Yan,Kwei-Jay Lin,Xiaolin Zheng,Wenyu Zhang,Xiaoqing Feng,An Approach for Building Efficient and Accurate Social Recommender Systems Using Individual Relationship Networks,IEEE Transactions on Knowledge and Data Engineering,2017,29(10):2086-2099.DOI:10.1109/TKDE.2017.2717984.(SCI,IF 3.857,CCF A)
12.Xiaolin Zheng(Corresponding author),Weifeng Ding,Zhen Lin,Chaochao Chen,Topic Tensor Factorization for Recommender System,Information Science,Volume 372,1 December 2016,Pages 276–293,http://dx.doi.org/10.1016/j.ins.2016.08.042.(SCI,IF:5.524)
13.朱梦莹,郑小林(通信作者),王朝晖,基于风险和剩余价值的在线P2P借贷投资推荐方法,计算机研究与发展.2016,53(12):2708-2720;doi:10.7544/issn1000-1239.2016.20160608
14.Chaochao Chen,Xiaolin Zheng(Corresponding author),Mengying Zhu,Litao Xiao,Recommender System with Composite Social Trust Networks,International Journal of Web Services Research,Volume 13,Issue 2,pp.56-73,April-June 2016.SCI,IF 0.25
15.Zukun Yu,William Wei Song,Xiaolin Zheng(Corresponding author),Deren Chen,Combining Trust Propagation and Topic-Level User Interest Expansion in Recommender Systems,International Journal of Web Services Research,Volume 13,Issue 2,pp.1-19,April-June 2016.SCI,IF 0.25
16.Fuxing Hong,Xiaolin Zheng(Corresponding author),Chaochao Chen,Latent Space Regularization for Recommender Systems,Information Sciences,Volume 360,10 September 2016,Pages 202–216,10.1016/j.ins.2016.04.042.SCI,IF:5.524
17.Shouxian Wei,Xiaolin Zheng(Corresponding author),Deren Chen,Chaochao Chen,A Hybrid Approach for Movie Recommendation via Tags and Ratings,Electronic Commerce Research and Applications,10.1016/j.elerap.2016.01.003.(SCI)
18.Chaochao Chen,Xiaolin Zheng(Corresponding author),Yan Wang,Fuxin Hong,Deren Chen,Capturing Semantic Correlation for Item Recommendation in Tagging Systems,the 30th AAAI Conference on Artificial Intelligence(AAAI-16),February 12–17,2016,Phoenix,Arizona USA.(CCF A)
19.Xiaolin Zheng,Zhen Lin,Huan Xu,Chaochao Chen,Efficient Learning Ensemble SuperParent-One-Dependence Estimator by Maximizing Conditional Log Likelihood,Expert Systems With Applications,42(2015):7732-7745.SCI,IF 4.292.
20.Yingchun Liu,Zhen Lin,Xiaolin Zheng,Deren Chen,Incorporating social information to perform diverse replier recommendation in question and answer communities,Journal of Information Science,Published online before print July 21,2015,doi:10.1177/0165551515592093.SCI,IF 2.327.
21.Xiao-Lin Zheng,Chao-Chao Chen,Jui-Long Hung,Wu He,Fu-Xing Hong,and Zhen Lin,A Hybrid Trust-based Recommender System for Online Communities of Practice,IEEE Transactions On Learning Technologies;Vol.8,No.4,pp.345-356,Oct-Dec,2015.SCI,IF 2.315.10.1109/TLT.2015.2419262
22.Surong Yan,Xiaolin Zheng(Corresponding author),Yan Wang,William Wei Song,Wenyu Zhang.A Graph-Based Comprehensive Reputation Model:Exploiting the Social Context of Opinions to Enhance Trust in Social Commerce.Information Sciences.Volume 318,10 October 2015,Pages 51–72,DOI:10.1016/j.ins.2014.09.036(SCI,IF:5.524)
22.Shouxian Wei,Litao Xiao,Xiaolin Zheng(Corresponding author),Deren Chen,A Hybrid Movie Recommendation Approach via Social Tags,The 11th IEEE International Conference on e-Business Engineering(ICEBE),pp.280-285,November 5-7,2014,Sun Yat-sen University,Guangzhou,China
23.Liu Yong,Zheng Xiaolin(Corresponding author),Tan Feng,Ontology Design with a Granular Approach,“Expert Systems with Applications”,41/10(2014),pp.4867-4877,http://dx.doi.org/10.1016/j.eswa.2014.02.019.(SCI,IF 4.292)
24.Xiaolin Zheng(Corresponding author),Zhen Lin,Xiaowei Wang,Kwei-Jay Lin,Meina Song,Incorporating Appraisal Expression Patterns into Topic Modeling for Aspect and Sentiment Word Identification,“KNOWLEDGE-BASED SYSTEMS”,Feb.,2014.(SCI,IF 5.101)http://dx.doi.org/10.1016/j.knosys.2014.02.003
25.Jun Li,Xiaolin Zheng(Corresponding author),Songtao Chen,William Wei Song,Deren Chen,An Efficient and Reliable Approach for Quality of Service Aware Service Composition,Information Science.Vol.269,Dec.31,2013.(SCI,IF:5.524)http://dx.doi.org/10.1016/j.ins.2013.12.015
26.Surong Yan,Xiaolin Zheng(Corresponding author),Yan Wang,Deren Chen,Exploiting two-faceted web of trust for quality enhanced recommendations,“Expert Systems with Applications”,2013(40):7080-7095,DOI 10.1016/j.eswa.2013.06.035.(SCI,IF 4.292)http://dx.doi.org/10.1016/j.eswa.2013.06.035
27.Xiaolin Zheng,Weifeng Ding,Jingnan Xu,Deren Chen.Personalized recommendation based on review topics,Service Oriented Computing and Applications,8(1):15-31,201408,Doi 10.1007/s11761-013-0140-8.http://link.springer.com/content/pdf/10.1007%2Fs11761-013-0140-8.pdf
28.Xiaolin Zheng(Corresponding author),Zhu Shuai,Zhangxi Lin,Capturing the Sense of Word-of-Mouth for Social Commerce:Revealing the Quality of Online Reviews in e-Commerce using the Semi-supervised Approach,“Decision Support Systems”.Published Online first in June 15,2013,http://dx.doi.org/10.1016/j.dss.2013.06.002(SCI,IF 3.847)
29.Jun Li,Xiaolin Zheng(Corresponding author),Deren Chen,William Wei Song,Trust based Service Selection in Service Oriented Environment,“International Journal of Web Services Research”.Vol.9,No.3,pp.23-42,July-September 2012.(SCI,2013 IF 0.469)http://www.igi-global.com/article/trust-based-service-selection-service/74705
30.Shilin Huang,Xiaolin Zheng(Corresponding author),Haixiao Kang and Deren Chen,Word Sense Disambiguation Based on Positional Weighted Context,“Journal of Information Science”,Vol.39,No.2,pp.225–237,2013.(SCI,IF 2.327)http://jis.sagepub.com/content/39/2/225.full.pdf+html
31.扈中凯,郑小林(通信作者),吴亚峰,陈德人,基于用户评论挖掘的产品推荐算法,浙大学报(工学版),2013年8月,47(8):1475-1485
32.李俊、郑小林(通信作者)、陈德人,基于信任的组合服务选择方法,浙江大学学报(工学版),vol46,No.5,pp.885-892,2012年5月。
33.李俊、郑小林(通信作者)、陈松涛、陈德人,一种高效的服务组合优化算法,中国科学,2012年,42卷,3期,第280–289页,doi:10.1360/112011-928。(LI Jun,ZHENG XiaoLin∗,CHEN SongTao,CHEN DeRen,An efficient algorithm for QoS-aware service composition.Science China:Information Science,2012,42(3),pp.280-289.
34.Xiaolin Zheng,Chaofei Zhou and Yisu Shen,An Information Retrieval Approach Based on Time Attributes,Communications in Computer and Information Science(CCIS,ISSN:1865-0929),pp.79-96,Dec.2011.(EI)
35.Xiaolin Zheng,Zhongkai Hu,Aiwu Xu,DeRen Chen,Kuang Liu,Bo Li,Algorithm for recommending answer providers in community-based question answering,Journal of Information Science,38(1):3-14,February 2012.(SCI,2013 IF=1.087)
http://jis.sagepub.com/content/early/2011/11/18/0165551511423149
36.Xiaolin Zheng,Zhen Lin,Jianyue Wang,Yijun Bei,Rule-based service charging method for composite services,International Journal of Services Technology and Management(IJSTM).Vol.16,Nos.3/4,pp.337-355,2011.
37.Xiaolin Zheng,Zhen Lin,Yanbo Yang,Deren Chen,Research on Context-aware Web Service Composition based on the Fluent Calculus,International Journal on Advances in Information Sciences and Service Sciences,Vol.3,No.7,pp.62~74,2011.(EI:20113714327956)
38.Fang,Meiyu(College of Computer Science,Zhejiang University,Hangzhou,China);Zheng,Xiaolin;Chen,Deren.A personalized recommender algorithm based on fuzzy relation reputation model,Proceedings-2011 International Joint Conference on Service Sciences,IJCSS 2011,p 193-197,2011.(EI:20113614291493)
39.Liu,Yingchun(College of Computer Science and Technology,College of Education,Zhejiang University of Technology,Hangzhou,China);Zheng,Xiaolin;Chen,Deren.Reliable services and services recommendation:A detecting model,Proceedings-2011 International Joint Conference on Service Sciences,IJCSS 2011,p 178-182.(EI:20113614291490)
40.Shilin Huang,Xiaolin Zheng(Corresponding author),Xiaowei Wang,Deren Chen:News Information Extraction Based on Adaptive Weighting Using Unsupervised Bayesian Algorithm.Lecture Notes in Computer Science,v 6988 LNCS,WISM(2)2011:251-258.(EI:20114014402826)
41.YAN Su-Rong,ZHENG Xiao-Lin(Corresponding author),CHEN De-Ren,ZHANG Wen-Yu,User-Centric Trust and Reputation Model for Personal and Trusted Service Selection,International Journal of Intelligent Systems,VOL.26,Issue 8,pp.687–717,2011.(SCI,IF=1.411)http://onlinelibrary.wiley.com/doi/10.1002/int.20488/abstract
42.Meiyu Fang,Xiaolin Zheng(*),Deren Chen,A Reputation Evaluation Approach based on Fuzzy Relation.International Journal of Computational Intelligence Systems,vol.4,No.5,pp.759-767,September,2011.(SCI,IF=0.451)http://dx.doi.org/10.1080/18756891.2011.9727827
43.郑小林,刘驰,贝毅君,陈德人,一种具有抗攻击能力的信誉与信任模型,浙江大学学报(工学版),Vol.45,No.3,pp.405-411,2011年。(EI:20111813958498)
44.Yan,Surong;Zheng,Xiaolin(Corresponding author);Chen,Deren;A User-Centric Trust and Reputation Method for Service Selection,2010 International Symposium on Intelligence Information Processing and Trusted Computing(IPTC2010).Pp.101-105,October 22-24,2010 in Hubei,China.(EI:20110213577159)
45.Meiyu Fang,Xiaolin Zheng,Deren Chen,E-commerce Reputation Modeling based on Fuzzy Relation,2010 International Symposium on Intelligence Information Processing and Trusted Computing(IPTC2010),pp.615-618,October 22-24,2010 in Hubei,China.(EI:20110213577087)
46.Jun Li,Xiaolin Zheng,Deren Chen,A Computational Trust Model in C2C E-Commerce Environment,The 7th IEEE International Conference on e-Business Engineering(ICEBE 2010),pp.244-249,Oct 10-12,2010,Shanghai,China.(EI)
47.Surong Yan,Xiaolin Zheng(Corresponding author),Deren Chen,Dynamic Service Selection with Reputation Management,2010 International Conference on Service Sciences(ICSS2010),pp.9-16,May 13-14,2010 in Hangzhou,China.
48.Aiwu Xu,Xiaolin Zheng(Corresponding author),Dynamic Social Network Analysis Using Latent Space Model and an Integrated Clustering Algorithm,2009 International Symposium on Social Computing and Networking(SocialNet-09),pp.620-625,December 12-14,2009,in Chengdu,China.(EI:20101512838072)
49.Yingzi Wang,Xiaolin Zheng,Deren Chen,An Ontology-based Architecture for Service Discovery,The 2009 International Conference on Multimedia Information Networking&Security(MINES 2009),pp.618-622,November 18-20,2009 in Wuhan,China.(EI:20101012761341)
50.Yingzi Wang,Xiaolin Zheng(Corresponding author),Deren Chen,An Ontology-driven Discovery Architecture to Support Service Composition,IEEE International Conference on e-Business Engineering(ICEBE 2009),October 22-24,2009.Macau,China.(EI)
51.Xuhui He,Xiaolin Zheng(Corresponding Author),Deren Chen,Jianyue Wang,The Fourth Party Service Platform and Service Charging.The IEEE International Conference on Web Services(ICWS2009),pp.1039-1040,July 6-10,2009,Los Angeles,CA,USA.(EI:20094712483712)
52.Xiaolin Zheng,Tao Zhou,Zukun Yu,Deren Chen.URL Rule Based Focused Crawlers,in the IEEE International Conference on e-Business Engineering(ICEBE 2008),pp.147-154.October 22-24,2008.Xi’an,China.(EI:090211848090)
53.Tao Zhou,Xiaolin Zheng,et al.Context-Sensitive QoS Model A Rule-Based Approach to Web Service Composition.In The 17th International World Wide Web Conference.Pp.1203-1204.2008.Beijing,China.(EI:085111784906)