======Seminars====== =====2019===== ====9-25==== *“智能软件工程”学术报告会顺利召开 [{{:seminar: zhonghao_fun.pptx|Slides}}] =====2016===== ====11-29==== *Zhangyuan Meng. On the Feasibility of Internet-Scale Author Identification. [{{:seminar: mzy-11-29.pptx|Slides}}] *Kai Chen. Linking Stack Overflow to Issue Tracker for Issue Resolution. [{{:seminar: ck-11-29.pptx|Slides}}] *Xiang Dong. Mining Location-Based Social Networks: A Predictive Perspective. [{{:seminar: dx-11-29.pptx|Slides}}] *Weizhi Huang. GitHub Projects. Quality Analysis of Open-Source Software. [{{:seminar: hwz-11-29.ppt|Slides}}] ====11-15==== *Qing He. Experience Sharing. [{{:seminar: hq-11-15.pptx|Slides}}] *Weizhi Huang. Finding Expert Users in Community Question Answering. [{{:seminar: hwz-11-15.pptx|Slides}}] *Ning Li. Word2Vector. [{{:seminar: ln-11-15.ppt|Slides}}] *Shensi Tong. Heterogeneous cross-company effort estimation through transfer learning. [{{:seminar: tss-11-15.pptx|Slides}}] ====11-9==== *Xiang Dong. Extract Reliable Relations from Wikipedia Texts for Practical Ontology Construction. [{{:seminar: dx-11-9.pptx|Slides}}] *Kai Chen. Learning Semantic Hierarchies via Word Embeddings. [{{:seminar: ck-11-9.pptx|Slides}}] ====10-25==== *Kai Chen. Google`s Neural Machine Translation System: Bridging the Gap between Human and Machine Translation. [{{:seminar: ck-10-25.ppt|Slides}}] *Zhangyuan Meng. HYDRA:Large-scale Social Identity Linkage via Heterogeneous Behavior Modeling. [{{:seminar: mzy-10-25.pptx|Slides}}] ====10-11==== *Xiang Dong. The research of NLP in Deep Learning. [{{:seminar: dx-10-11.pptx|Slides}}] *Weizhi Huang. Predicting Best Answerers for New Questions: An Approach Leveraging Topic Modeling and Collaborative Voting. [{{:seminar: hwz-10-11.ppt|Slides}}] ====5-23==== *Xuyang Cai. Keyword Query Expansion on Linked Data Using Linguistic and Semantic Features. [{{:seminar: cxy-5-23.pptx|Slides}}] *Xiaoning Liu. StackOverflow and GitHub: Associations Between Software Development and Crowd-sourced Knowledge. [{{:seminar: lxn-5-23.pdf|Slides}}] *Weizhi Huang. Determining Developers’ Expertise and Role: A Graph Hierarchy-based Approach. [{{:seminar: hwz-5-23.ppt|Slides}}] *Kai Chen. Large-Scale Deep Learning for Intelligent Computer Systems. [{{:seminar: ck-5-23.pptx|Slides}}] ====5-16==== *Wenkai Mo. Multimodal Embeddings. [{{:seminar: mwk-5-16.pptx|Slides}}] *Zhenzheng Qian. Data Mining With WEKA. [{{:seminar: qzz-5-16.pptx|Slides}}] *Shensi Tong. Detecting Gambling Sites From Post Behaviors. [{{:seminar: tss-5-16.ppt|Slides}}] *Xiang Dong. Automatic mapping of user tags to Wikipedia concepts: The case of a Q&A website – StackOverflow. [{{:seminar: dx-5-16.pptx|Slides}}] ====5-9==== *Qing He. Boosted Tree. [{{:seminar: hq-5-2.pptx|Slides}}] *Xuyang Cai. Matching Dependence-Related Queries in the System Dependence Graph. [{{:seminar: cxy-5-2.pptx|Slides}}] *Wenkai Mo. Issue Cold Start Problem in Recommender System. [{{:seminar: mwk-5-2.pptx|Slides}}] *Kai Chen. Identity Linkage. [{{:seminar: ck-5-2.ppt|Slides}}] ====4-25==== *Xiaoning Liu. Recommendation System for DesignPatterns in Software Development An DPR Overview.[{{:seminar: lxn-4-25.pptx|Slides}}] *Cheng Zhang. It Takes Two to Tango anExploration of Domain Pairs for Cross-Domain Collaborative Filtering.[{{:seminar: zc-4-25.pptx|Slides}}] *Shensi Tong. On the Value of Ensemble Effort Estimation.[{{:seminar: tss-4-25.ppt|Slides}}] *Zhenzheng Qian. Semantic Annotation of Micro-blog Topics Using Wikipedia Temporal Information.[{{:seminar: qzz-4-25.pdf|Slides}}] ====4-18==== *Yu Yang. Active Transfer Learning For Cross-System Recommendation.[{{:seminar: yy-4-18.ppt|Slides}}] *Ning Li. Methods of Extracting Key Words. [{{:seminar: ln-4-18.pdf|Slides}}] *Weizhi Huang. Discovering High Quality Answer. [{{:seminar: hwz-4-18.ppt|Slides}}] *Xiang Dong. PIDGIN. [{{:seminar: dx-4-18.pptx|Slides}}] ====4-11==== *Xuyang Cai. AutoQuery-Automatic Construction of Dependency Queries for Code Search. [{{:seminar: cxy-4-11.pptx|Slides}}] *Qing He. Mislabelling Data Impact on Defect Prediction. [{{:seminar: hq-4-11.pptx|Slides}}] *Kai Chen. Mastering the Game of Go with Deep Neural Networks and Tree Search. [{{:seminar: chk-4-11.ppt|Slides}}] ====3-28==== *Wenkai Mo. Recommender System. [{{:seminar: recommender_system-MWK.pptx|Slides}}] ====3-21==== *Xiaoning Liu. Linking Issue Tracker with Q&A Sites for Knowledge Sharing across Communities. [{{:seminar:lxn-3-21.pptx|Slides}}] *Weizhi Huang. CQARank:Jointly Model Topics and Expertise in Community Question Answering. [{{:seminar:hwz-3-21.pptx|Slides}}] *Yutao Huang. GitHub Projects: Quality Analysis of Open-Source Software. [{{:seminar:hyt-3-21.pptx|Slides}}] ====3-14==== * Xiang Dong. Deriving a Large Scale Taxonomy from Wikipedia. [{{:seminar:dx-3-14.pptx|Slides}}] * Ning Li. Eficient Methods for Incorporating Knowledge into Topic Models. [{{:seminar:ln-3-14.pdf|Slides}}] * Zhenzheng Qian. Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank. [{{:seminar:qzz-3-14.pptx|Slides}}] ====3-7==== * Yu Yang. Addressing Cold-Start in App Recommendation - Latent User Models Constructed from Twitter Followers. [{{:seminar:yy-addressingcold-startinapp_recommendation.ppt|Slides}}] * Haibo Jiang. 基于内容和协同过滤的混合推荐. [{{:seminar:jhb_混合推荐.pptx|Slides}}] * Zihui Yuan. Learning to Rank. [{{:seminar:yzh-learning_to_rank.pptx|Slides}}] ====2-29==== * Cheng Zhang. A Survey of Existing Approaches for Pattern Search and Selection. [{{:seminar:a_survey_of_existing_approaches_for_pattern_search_and_selection.pptx|Slides}}] * Shensi Tong. Transfer learning in effort estimation. [{{:seminar:transfer_learning_in_effort_estimation_tss.ppt|Slides}}] * Yang Zhou. SEES: A Unified Method for Semi-Automatic Early Effort Estimation. [{{:seminar:zy_sees.pptx|Slides}}] =====2015===== ====9-23==== * Qing He. Defect Prediction Techniques. [{{:seminar:defect_prediction_-hq.pptx|Slides}}] * Wenkai Mo. Dimension Reduction. [{{:seminar:dimension_reduction_-mwk.pdf|Slides}}] * Cheng Zhang. Survey and Recent Research. [{{:seminar:survey_and_recent_research.pptx|Slides}}] ====10-8==== * Xuyang Cai. A Graph-Based Tag Assignment Approach for Github Repository. [{{:seminar:cxy_-_a_graph-based_tag_assignment_approach_for_github_repository.pptx|Slides}}] * Zhenzheng Qian. Assessment Models for Open Source Software. [{{:seminar:qzz_-_assessment_models_for_open_source_software.pptx|Slides}}] ====10-15==== * Kai Chen. Set Expansion. [{{:seminar:ck_set_expansion.pptx|Slides}}] * Xiaoning Liu. Introduction to Recommender Systems. [{{:seminar:lxn_introduction_to_recommender_systems.pptx|Slides}}] * Shensi Tong. 赌博网站用户行为分析. [{{:seminar:tss_20151015.ppt|Slides}}] ====10-21==== * Weizhi Huang. Learning to Log. {{:seminar:hwz_learning_to_log.ppt|Slides}} * Ning Li. TopicRank. [{{:seminar:ln_topicrank.pdf|Slides}}] * Yu Yang. Where Does This Code Come from and Where Does It Go? [{{:seminar:yy.ppt|Slides}}] ====11-4==== * Xuyang Cai. A Probabilistic Modeling of Hashtag Annotation in Twitter. [{{:seminar:cxy_-_a_probabilistic_modeling_of_hashtag_annotation_in_twitter.pptx|Slides}}] * Zhenzheng Qian. Analysis software quality through user reviews. [{{:seminar:qzz_-_analysis_software_quality_through_user_reviews.pptx|Slides}}] * Cheng Zhang. Expert Team Formation. [{{:seminar:zc_-_expert_team_formation.pptx|Slides}}] ====11-12==== * Xiaoning Liu. Online Controlled Experiments: Lessons from Running A/B/n Tests for 12 years. [{{:seminar:2015-08onlinecontrolledexperimentskddkeynotenr_lxn.pptx|Slides}}] * Shensi Tong. Understanding User Behavior in Online Social Networks: A Survey. [{{:seminar:understanding_user_behavior_in_online_social_networks.ppt|Slides}}] * Kai Chen. Learning Semantic Hierarchies via Word Embeddings. [{{:seminar:word_embedding.pptx|Slides}}] ====11-18==== * Weizhi Huang. Connecting Users across Social Media Sites A Behavioral-Modeling Approach. [{{:seminar:hwz_-_connecting_users_across_social_media_sites_a_behavioral-modeling_approach.pptx|Slides}}] * Ning Li. Cover Coefficient based Multi-document Summarization. [{{:seminar:ln_-_cover_coefficient_based_multi-document_summarization_.pdf|Slides}}] * Yu Yang. Pick-A-Crowd Tell me what you like and i will tell you what to do. [{{:seminar:yy_-_pick-a-crowd_tell_me_what_you_like_and_i_will_tell_you_what_to_do.ppt|Slides}}] ====11-25==== * Wenkai Mo. Deep NLP. [{{:seminar:deep_learning.pptx|Slides}}] * Xiang Dong. TextRunner. [{{:seminar:dx_textrunner.pptx|Slides}}] * Cheng Zhang. Weaving Process Patterns into Software Process Models. [{{:seminar:zc_weaving_process_patterns_into_software_process_models.pptx|Slides}}] ====12-10==== * Ning Li. MULTI-LABEL TEXT CATEGORIZATION WITH JOINT LEARNING PREDICTIONS-AS-FEATURES METHOD. [{{:seminar:ln-seminar3.pdf|Slides}}] * Xiaoning Liu. PushTrust: An Efficient Recommendation Algorithm by Leveraging Trust and Distrust Relations. [{{:seminar:lxm_-_pushtrust_an_efficient_recommendation_algorithm_by_leveraging_trust_and_distrust_relations.pdf|Slides}}] * Shensi Tong. Effort estimation in agile software development A systematic literature review. [{{:seminar:tss_effort_estimation_in_agile_software_development_a_systematic_literature_review.ppt|Slides}}] ====12-17==== * Xuyang Cai. A Review of Automatically Constructing A Tagging System. [{{:seminar:2015.12.17_-_a_review_of_automatically_constructing_a_tagging_system.pptx|Slides}}] * Weizhi Huang. EnTagRec: An Enhanced Tag Recommendation System for Software Information Sites. [{{:seminar:hwz_entagrec.ppt|Slides}}] * Kai Chen. 深度学习之word2vec. [{{:seminar:word2vec.ppt|Slides}}] ====12-24==== * Xiang Dong. Deriving a Large Scale Taxonomy from Wikipedia. [{{:seminar:dongxiang_wiki.pptx|Slides}}] * Yang Zhou. Semantic Analysis and Effort Estimation based on Software Requirement. [{{:seminar:semantic_analysis_and_effort_estimation_based_on_software_requirement_zhou_yang_.pptx|Slides}}] * Yu Yang. Task recommendation in crowdsourcing system. [{{:seminar:yangyu-taskrecommendationincrowdsourcingsystems.pptx|Slides}}]