Ming Zhang

According to our database1, Ming Zhang
  • authored at least 126 papers between 2002 and 2018.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2018
IT2017 Report: Implementing A Competency-Based Information Technology Program.
Proceedings of the 49th ACM Technical Symposium on Computer Science Education, 2018

Global Awareness for Computing Educators and Scholars: (Abstract Only).
Proceedings of the 49th ACM Technical Symposium on Computer Science Education, 2018

2017
Towards Automated ICD Coding Using Deep Learning.
CoRR, 2017

An Attention-based Collaboration Framework for Multi-View Network Representation Learning.
CoRR, 2017

Syntax Aware LSTM Model for Chinese Semantic Role Labeling.
CoRR, 2017

CC2020: A Vision on Computing Curricula.
Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education, 2017

NNEMBs at SemEval-2017 Task 4: Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Diversifying Neural Conversation Model with Maximal Marginal Relevance.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Socialized Word Embeddings.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Syntax Aware LSTM model for Semantic Role Labeling.
Proceedings of the 2nd Workshop on Structured Prediction for Natural Language Processing, 2017

Distant Meta-Path Similarities for Text-Based Heterogeneous Information Networks.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

An Attention-based Collaboration Framework for Multi-View Network Representation Learning.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Topic medical concept embedding: Multi-sense representation learning for medical concept.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Joint Emoji Classification and Embedding Learning.
Proceedings of the Web and Big Data - First International Joint Conference, 2017

A data-driven analysis of student efforts and improvements on a SPOC experiment.
Proceedings of the ACM Turing 50th Celebration Conference, 2017

Hybrid small class teaching: dividing and conquering large computer systems classes.
Proceedings of the ACM Turing 50th Celebration Conference, 2017

MOOC student dropout: pattern and prevention.
Proceedings of the ACM Turing 50th Celebration Conference, 2017

2016
World Knowledge as Indirect Supervision for Document Clustering.
TKDD, 2016

EduBits.
Inroads, 2016

Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction.
CoRR, 2016

World Knowledge as Indirect Supervision for Document Clustering.
CoRR, 2016

Less is More: Learning Prominent and Diverse Topics for Data Summarization.
CoRR, 2016

Context-aware Natural Language Generation with Recurrent Neural Networks.
CoRR, 2016

Visualization Large-scale and High-dimensional Data.
CoRR, 2016

Two are Better than One: An Ensemble of Retrieval- and Generation-Based Dialog Systems.
CoRR, 2016

Dialogue Session Segmentation by Embedding-Enhanced TextTiling.
CoRR, 2016

StalemateBreaker: A Proactive Content-Introducing Approach to Automatic Human-Computer Conversation.
CoRR, 2016

Visualizing Large-scale and High-dimensional Data.
Proceedings of the 25th International Conference on World Wide Web, 2016

RelSim: Relation Similarity Search in Schema-Rich Heterogeneous Information Networks.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Structured Knowledge Tracing Models for Student Assessment on Coursera.
Proceedings of the Third ACM Conference on Learning @ Scale, 2016

Global Perspectives on the Role of Two-Year/Technical/Junior Colleges in Computing Education.
Proceedings of the 2016 ACM Conference on Innovation and Technology in Computer Science Education, 2016

Game Development for Computer Science Education.
Proceedings of the 2016 ITiCSE Working Group Reports, 2016

Dialogue Session Segmentation by Embedding-Enhanced TextTiling.
Proceedings of the Interspeech 2016, 2016

Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

StalemateBreaker: A Proactive Content-Introducing Approach to Automatic Human-Computer Conversation.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Chinese Couplet Generation with Neural Network Structures.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Text Classification with Heterogeneous Information Network Kernels.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
LINE: Large-scale Information Network Embedding.
CoRR, 2015

LINE: Large-scale Information Network Embedding.
Proceedings of the 24th International Conference on World Wide Web, 2015

ACM/IEEE-CS Information Technology Curriculum 2017: A Status Update.
Proceedings of the 16th Annual Conference on Information Technology Education, 2015

Educational Evaluation in the PKU SPOC Course "Data Structures and Algorithms".
Proceedings of the Second ACM Conference on Learning @ Scale, 2015

Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Multinational Perspectives on Information Technology from Academia and Industry.
Proceedings of the 2015 ITiCSE Working Group Reports, 2015

Opportunities or Risks to Reduce Labor in Crowdsourcing Translation? Characterizing Cost versus Quality via a PageRank-HITS Hybrid Model.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Classifying Stances of Interaction Posts in Social Media Debate Sites.
Proceedings of the Intelligent Computing Theories and Methodologies, 2015

KnowSim: A Document Similarity Measure on Structured Heterogeneous Information Networks.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Feedback Model for Microblog Retrieval.
Proceedings of the Database Systems for Advanced Applications, 2015

Spectral Label Refinement for Noisy and Missing Text Labels.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
A Probabilistic Approach to String Transformation.
IEEE Trans. Knowl. Data Eng., 2014

Undergraduate IT education in China.
Inroads, 2014

"Look Ma, No Hands!" A Parameter-Free Topic Model.
CoRR, 2014

China's perspective from the viewpoint of computational thinking on CS1 for non-majors (abstract only).
Proceedings of the 45th ACM Technical Symposium on Computer Science Education, 2014

VeLoc: finding your car in the parking lot.
Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems, 2014

Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis.
Proceedings of the 31th International Conference on Machine Learning, 2014

SUIT: A Supervised User-Item Based Topic Model for Sentiment Analysis.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Personalized search in digital libraries via spreading activation model.
Web Intelligence and Agent Systems, 2013

A clique-superposition model for social networks.
SCIENCE CHINA Information Sciences, 2013

Should IT2008 be revised?
Proceedings of the 14th Annual ACM SIGITE Conference on Information Technology Education, 2013

One theme in all views: modeling consensus topics in multiple contexts.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Unexpected Relevance: An Empirical Study of Serendipity in Retweets.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

Measuring Strength of Ties in Social Network.
Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013

Paraphrasing Adaptation for Web Search Ranking.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Supervised Topic Model with Consideration of User and Item.
Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

2012
We know what @you #tag: does the dual role affect hashtag adoption?
Proceedings of the 21st World Wide Web Conference 2012, 2012

Please spread: recommending tweets for retweeting with implicit feedback.
Proceedings of the 2012 workshop on Data-driven User Behavioral Modelling and Mining from Social Media, 2012

Integrating Temporal Usage Pattern into Personalized Tag Prediction.
Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012

2011
A trigram hidden Markov model for metadata extraction from heterogeneous references.
Inf. Sci., 2011

Participation Maximization Based on Social Influence in Online Discussion Forums.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Co-Ranking Multiple Entities in a Heterogeneous Network: Integrating Temporal Factor and Users' Bookmarks.
Proceedings of the Digital Libraries: For Cultural Heritage, Knowledge Dissemination, and Future Creation, 2011

Topic sentiment analysis in twitter: a graph-based hashtag sentiment classification approach.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Learning to rank audience for behavioral targeting in display ads.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

User browsing behavior-driven web crawling.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Evolution of Social Networks: New Patterns and a New Generator.
Proceedings of the Ninth International Conference on Creating, 2011

Recommendation Algorithm Based on Graph-Model Considering User Background Information.
Proceedings of the Ninth International Conference on Creating, 2011

Let Other Users Help You Find Answers: A Collaborative Question-Answering Method with Continuous Markov Chain Model.
Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

A Fast and Accurate Method for Approximate String Search.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

Collaborative Users' Brand Preference Mining across Multiple Domains from Implicit Feedbacks.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Users' Book-Loan Behaviors Analysis and Knowledge Dependency Mining.
Proceedings of the Web-Age Information Management, 11th International Conference, 2010

Undergraduate computer science education in China.
Proceedings of the 41st ACM technical symposium on Computer science education, 2010

A Novel Contrast Co-learning Framework for Generating High Quality Training Data.
Proceedings of the ICDM 2010, 2010

Analysis of the structure and evolution of the co-borrowing network in Peking University library.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

Large-Scale Social Network Analysis Based on MapReduce.
Proceedings of the International Conference on Computational Aspects of Social Networks, 2010

Building Web Page Logical Structure Model towards Effective Metadata Extraction.
Proceedings of the Advances in Web Technologies and Applications, 2010

Adaptive Top-k Algorithm in SLCA-Based XML Keyword Search.
Proceedings of the Advances in Web Technologies and Applications, 2010

Graph-Based Recommendation on Social Networks.
Proceedings of the Advances in Web Technologies and Applications, 2010

Recommendation for Movies and Stars Using YAGO and IMDB.
Proceedings of the Advances in Web Technologies and Applications, 2010

Recommended or Not Recommended? Review Classification through Opinion Extraction.
Proceedings of the Advances in Web Technologies and Applications, 2010

2009
Multi-documents Automatic Abstracting based on text clustering and semantic analysis.
Knowl.-Based Syst., 2009

Question answering based on pervasive agent ontology and Semantic Web.
Knowl.-Based Syst., 2009

Implement web learning environment based on data mining.
Knowl.-Based Syst., 2009

A novel approach for multi-agent-based Intelligent Manufacturing System.
Inf. Sci., 2009

Semantic information integration and question answering based on pervasive agent ontology.
Expert Syst. Appl., 2009

Analyzing user's book-loan behaviors in Peking university library from social network perspective.
Proceedings of the 2009 Joint International Conference on Digital Libraries, 2009

2008
Community Discovery Based on Social Actors' Interests and Social Relationships.
Proceedings of the Fourth International Conference on Semantics, Knowledge and Grid, 2008

Question Answering System Based on Ontology and Semantic Web.
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

Pfp: parallel fp-growth for query recommendation.
Proceedings of the 2008 ACM Conference on Recommender Systems, 2008

A novel approach for fault diagnosis of steam turbine based on neural network and genetic algorithm.
Proceedings of the International Joint Conference on Neural Networks, 2008

Research on Intelligent Manufacturing System Based on Multi-Agent.
Proceedings of the Intelligent Robotics and Applications, First International Conference, 2008

Implement Web Learning System Based on Genetic Algorithm and Pervasive Agent Ontology.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008

A Paper Recommender for Scientific Literatures Based on Semantic Concept Similarity.
Proceedings of the Digital Libraries: Universal and Ubiquitous Access to Information, 2008

2007
On Line Course Organization.
Proceedings of the Advances in Web Based Learning, 2007

A Context-Based Framework and Method for Learning Object Description and Search.
Proceedings of the Advances in Web Based Learning, 2007

Recommending Scientific Literatures in a Collaborative Tagging Environment.
Proceedings of the Asian Digital Libraries. Looking Back 10 Years and Forging New Frontiers, 2007

2006
Mining Models of Composite Web Services for Performance Analysis.
Proceedings of the Database Systems for Advanced Applications, 2006

QoS-Driven Web Service Composition with Inter Service Conflicts.
Proceedings of the Frontiers of WWW Research and Development, 2006

2005
Web Service Composition Using Markov Decision Processes.
Proceedings of the Advances in Web-Age Information Management, 2005

DLOnto: A Semantic Information Model for Digital Libraries.
Proceedings of the 2005 International Conference on Semantics, 2005

Mining Frequent Ordered Patterns.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Web Service Composition Using Integer Programming-based Models.
Proceedings of the 2005 IEEE International Conference on e-Business Engineering (ICEBE 2005), 2005

GMA-PSMH: A Semantic Metadata Publish-Harvest Protocol for Dynamic Metadata Management Under Grid Environment.
Proceedings of the Digital Libraries: Implementing Strategies and Sharing Experiences, 2005

A Semantic Metadata Catalog Service for Grid.
Proceedings of the Grid and Cooperative Computing - GCC 2005, 4th International Conference, Beijing, China, November 30, 2005

An Efficient Text Categorization Algorithm Based on Category Memberships.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

Finding Hidden Semantics Behind Reference Linkages : An Ontological Approach for Scientific Digital Libraries.
Proceedings of the Database Systems for Advanced Applications, 2005

Improving Text Categorization Using the Importance of Words in Different Categories.
Proceedings of the Computational Intelligence and Security, International Conference, 2005

2004
PKUSpace: A Collaborative Platform for Scientific Researching.
Proceedings of the Advances in Web-Based Learning, 2004

Understanding the Semantics in Reference Linkages: An Ontological Approach for Scientific Digital Libraries.
Proceedings of the Digital Libraries: International Collaboration and Cross-Fertilization, 2004

WebGIS-RBDL - A Rare Book Digital Library Supporting Spatio-Temporary Retrieval.
Proceedings of the Digital Libraries: International Collaboration and Cross-Fertilization, 2004

Metadata Extraction from Bibliographies Using Bigram HMM.
Proceedings of the Digital Libraries: International Collaboration and Cross-Fertilization, 2004

A Comparative Study on Feature Weight in Text Categorization.
Proceedings of the Advanced Web Technologies and Applications, 2004

2003
Step-by-Step Regression: A More Efficient Alternative for Polynomial Multiple Linear Regression in Stream Cube.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003

2002
Two Odds-Radio-Based Text Classification Algorithms.
Proceedings of the 3rd International Conference on Web Information Systems Engineering Workshops, 2002

Exploring Spatial-Temporal Information in Digital Library.
Proceedings of the New Developments in Digital Libraries, 2002

A Linear Text Classification Algorithm Based on Category Relevance Factors.
Proceedings of the Digital Libraries: People, 2002


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