Publications

@conference{plmACL2017,

title = {Prerequisite Relation Learning for Concepts in MOOCs},

author = {Liangming Pan and Chengjiang Li and Juanzi Li and Jie Tang},

url = {http://www.liangmingpan.com/files/publications/ACL17_Paper.pdf},

year  = {2017},

date = {2017-07-07},

booktitle = {The 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017)},

keywords = {MOOC},

pubstate = {published},

tppubtype = {conference}

}

@conference{bm,

title = {SWIM: A SimpleWord Interaction Model for Implicit Discourse Relation Recognition},

author = {Wenqiang Lei and Xuancong Wang and Meichun Liu and Ilija Ilievski and Min-Yen Kan},

url = {/wp-content/uploads/Publications/PDF/swim-simple-word.pdf},

year  = {2017},

date = {2017-01-01},

booktitle = {Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI'17)},

keywords = {Discourse, Information Retrieval},

pubstate = {published},

tppubtype = {conference}

}

@conference{bn,

title = {Using Discourse Signals for Robust Instructor Intervention Prediction},

author = {Muthu Kumar Chandrasekaran and Carrie Demmans Epp and Min-Yen Kan and Diane Litman},

url = {/wp-content/uploads/Publications/PDF/Using-Discourse-Signals.pdf

https://github.com/WING-NUS/lib4moocdata

/wp-content/uploads/Publications/poster/Using-Discourse-Signals-poster.pdf},

year  = {2017},

date = {2017-01-01},

booktitle = {Proceedings of the Thirty-First AAAI conference on Artificial Intelligence (AAAI-17)},

keywords = {Dashboard, Educational Technology, Intervention},

pubstate = {published},

tppubtype = {conference}

}

@conference{Chen2016,

title = {Context-aware Image Tweet Modelling and Recommendation},

author = {Tao Chen and Xiangnan He and Min-Yen Kan},

url = {https://www.comp.nus.edu.sg/~kanmy/papers/mm16.pdf},

year  = {2016},

date = {2016-10-15},

booktitle = {In Proceedings of the 24th ACM International Conference on Multimedia (MM'16), Amsterdam, The Netherlands. 15-19 Oct.},

keywords = {Information Retrieval, Multimedia},

pubstate = {published},

tppubtype = {conference}

}

@conference{Jin2016,

title = {A Comparison of Word Embeddings for English and Cross-Lingual Chinese Word Sense Disambiguation},

author = {Kang Hong Jin and Tao Chen and Muthu Kumar Chandrasekaran and Min-Yen Kan},

url = {http://www.comp.nus.edu.sg/~kanmy/papers/comparison-word-embeddings.pdf},

year  = {2016},

date = {2016-10-05},

booktitle = {In Proceedings of the 3rd Workshop on Natural Language Processing Techniques for Educational Applications (NLP-TEA-3), Osaka, Japan. Pp. 30-39.},

publisher = {ACL},

keywords = {Machine Learning, Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{Prasad2016,

title = {Microphone Distance Adaptation Using Cluster Adaptive Training for Robust Far Field Speech Recognition},

author = {Animesh Prasad and Khe Chai Sim},

url = {http://dx.doi.org/10.21437/Interspeech.2016-738},

doi = {10.21437/Interspeech.2016-738},

year  = {2016},

date = {2016-09-08},

booktitle = {Interspeech 2016},

pages = {3823--3827},

publisher = {International Speech Communication Association},

address = {San Francisco, USA},

keywords = {Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{He2016,

title = { Fast Matrix Factorization for Online Recommendation with Implicit Feedback},

author = {Xiangnan He and Hanwang Zhang and Min-Yen Kan and Tat-Seng Chua},

url = {http://www.comp.nus.edu.sg/~kanmy/papers/sigir16.pdf},

year  = {2016},

date = {2016-07-17},

booktitle = {In Proceedings of Special Interest Group on Information Retrieval (SIGIR '16). Pisa, Italy. July 17-21},

keywords = {Information Retrieval, Machine Learning},

pubstate = {published},

tppubtype = {conference}

}

@conference{Cabanac2016,

title = {Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2016)},

author = {Guillaume Cabanac and 	Muthu Kumar Chandrasekaran and Ingo Frommholz and Kokil Jaidka and Min-Yen Kan and Philipp Mayr and Dietmar Wolfram},

url = {/wp-content/uploads/sites/9/birndl-jcdl2016/},

doi = {10.1145/2910896.2926734},

isbn = {978-1-4503-4229-2},

year  = {2016},

date = {2016-06-19},

booktitle = {Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries},

pages = {299-300},

publisher = {ACM},

keywords = {Bibliometrics, Digital Libraries, Information Retrieval, Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{bq,

title = {Linking Organizational Social Network Profiles},

author = {Jerome Cheng and Kazunari Sugiyama and Min-Yen Kan},

url = {/wp-content/uploads/Publications/PDF/Linking-Organizational-Social.pdf

/wp-content/uploads/Publications/poster/Linking-Organizational-Social-poster.pdf},

year  = {2016},

date = {2016-01-01},

booktitle = {Proceedings of the 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016)},

keywords = {Information Retrieval, Web},

pubstate = {published},

tppubtype = {conference}

}

@conference{br,

title = {Scrutinizing Mobile App Recommendation: Identifying Important App-related Indicators},

author = {Jovian Lin and Kazunari Sugiyama and Min-Yen Kan and Tat-Seng Chua},

url = {/wp-content/uploads/Publications/PDF/Scrutinizing-Mobile-App.pdf

/wp-content/uploads/Publications/slide/Scrutinizing-Mobile-App-slide.pdf},

year  = {2016},

date = {2016-01-01},

booktitle = {Proceedings of The 12th Asia Information Retrieval Societies Conference (AIRS 2016)},

keywords = {Information Retrieval, Mobile},

pubstate = {published},

tppubtype = {conference}

}

@conference{bs,

title = {#mytweet via Instagram: Exploring User Behaviour across Multiple Social Networks},

author = {Bang Hui Lim and Dongyuan Lu and Tao Chen and Min-Yen Kan},

url = {/wp-content/uploads/Publications/PDF/mytweet-via-Instagram.pdf

/wp-content/uploads/Publications/slide/mytweet-via-Instagra-slide.pdf},

year  = {2015},

date = {2015-01-01},

booktitle = {IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining},

keywords = {Information Retrieval, Natural Language Processing, Web},

pubstate = {published},

tppubtype = {conference}

}

@conference{bu,

title = {Abstractive Meeting Summarization Using Dependency Graph Fusion},

author = {Siddhartha Banerjee and Prasenjit Mitra and Kazunari Sugiyama},

url = {/wp-content/uploads/Publications/PDF/Abstractive Meeting Summarization.pdf

/wp-content/uploads/Publications/poster/Abstractive Meeting Summarization poster.pdf},

year  = {2015},

date = {2015-01-01},

booktitle = {Proceedings of Companion Publication of the 24th International World Wide Web Conference (WWW 2015 Companion)},

keywords = {Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{bv,

title = {VELDA: Relating an Image Tweet’s Text and Images},

author = {Tao Chen and Hany M. SalahEldeen and Xiangnan He and Min-Yen Kan and Dongyuan Lu},

url = {/wp-content/uploads/Publications/PDF/VELDA-Relating an Image Tweets Text and Images.pdf

/wp-content/uploads/Publications/poster/VELDA-Relating an Image Tweets Text and Images poster.pdf},

year  = {2015},

date = {2015-01-01},

booktitle = {Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI'15)},

keywords = {Multimedia},

pubstate = {published},

tppubtype = {conference}

}

@conference{bx,

title = {Serving the Readers of Scholarly Documents: A Grand Challenge for the Introspective Digital Library},

author = {Min-Yen Kan},

url = {/wp-content/uploads/Publications/PDF/Serving the Readers of Scholarly Documents- A Grand Challenge for the Introspective Digital Library.pdf

https://speakerdeck.com/knmnyn/serving-the-readers-of-scholarly-documents-a-grand-challenge-for-the-introspective-digital-library},

year  = {2015},

date = {2015-01-01},

booktitle = {Proceedings of the Second International Conference on Big Data and Smart Computing},

keywords = {Digital Libraries},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_26,

title = {Interactive Second Language Learning from News Websites},

author = {Tao Chen and Naijia Zheng and Yue Zhao and Muthu Kumar Chandrasekaran and Min-Yen Kan},

url = {/wp-content/uploads/Publications/PDF/Interactive Second Language Learning from News Websites.pdf

https://www.youtube.com/watch?v=70UjolxI_rg&feature=youtu.be},

year  = {2015},

date = {2015-01-01},

booktitle = {The 2nd ACL Workshop on Natural Language Processing Techniques for Educational Applications},

keywords = {Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_27,

title = {Multi-Document Abstractive Summarization Using ILP based Multi-Sentence Compression},

author = {Siddhartha Banerjee and Prasenjit Mitra and Kazunari Sugiyama},

url = {/wp-content/uploads/Publications/PDF/Multi-Document%20Abstractive%20Summarization%20Using%20ILP%20based%20Multi-Sentence%20Compression.pdf},

year  = {2015},

date = {2015-01-01},

booktitle = {Proceeding of the 24th International Joint Conference on Artificial Intelligence (IJCAI-15)},

keywords = {Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_28,

title = {Generating Abstractive Summaries from Meeting Transcripts},

author = {Siddhartha Banerjee and Prasenjit Mitra and Kazunari Sugiyama},

url = {/wp-content/uploads/Publications/PDF/Generating%20Abstractive%20Summaries%20from%20Meeting%20Transcripts.pdf},

year  = {2015},

date = {2015-01-01},

booktitle = {Proceedings of the 15th ACM SIGWEB International Symposium on Document Engineering (DocEng 2015)},

keywords = {Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_29,

title = {TriRank: Review-aware Explainable Recommendation by Modeling Aspects},

author = {Xiangnan He and Tao Chen and Min-Yen Kan and Xiao Chen},

url = {/wp-content/uploads/Publications/PDF/TriRank- Review-aware Explainable Recommendation by Modeling Aspects.pdf

https://speakerdeck.com/he8819197/trirank-review-aware-explainable-recommendation-by-modeling-aspects},

year  = {2015},

date = {2015-01-01},

booktitle = {24th ACM International Conference on Information and Knowledge Management},

keywords = {Information Retrieval, Web},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_30,

title = {Learning instructor intervention from MOOC forums: Early Results and Issues},

author = {Muthu Kumar Chandrasekaran and Min-Yen Kan and Bernard C.Y. Tan and Kiruthika Ragupathi},

url = {/wp-content/uploads/Publications/PDF/Learning instructor intervention from MOOC forums- Early Results and Issues.pdf

https://speakerdeck.com/cmkumar87/learning-instructor-intervention-from-mooc-forums-early-results-and-issues},

year  = {2015},

date = {2015-01-01},

keywords = {Dashboard, Educational Technology, Intervention},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_31,

title = {Towards feasible instructor intervention in MOOC discussion forums},

author = {Muthu Kumar Chandrasekaran and Kiruthika Ragupathi and Bernard C.Y. Tan and Min-Yen Kan},

url = {/wp-content/uploads/Publications/PDF/Towards feasible instructor intervention in MOOC discussion forums.pdf

/wp-content/uploads/Publications/poster/Towards feasible instructor intervention in MOOC discussion forums poster.pdf},

year  = {2015},

date = {2015-01-01},

booktitle = {Proceedings of the International Conference on Information Systems (2015)},

keywords = {Dashboard, Educational Technology, Intervention, nusmooc},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_32,

title = {Scholarly Document Information Extraction using Extensible Features for Efficient Higher Order Semi-CRFs},

author = {Nguyen Viet Cuong and Muthu Kumar Chandrasekaran and Min-Yen Kan and Wee Sun Lee},

url = {/wp-content/uploads/Publications/PDF/Scholarly Document Information Extraction using Extensible Features for Efficient Higher Order Semi-CRFs.pdf

https://speakerdeck.com/knmnyn/scholarly-document-information-extraction-using-extensible-features-for-efficient-higher-order-semi-crfs

https://www.youtube.com/watch?v=g1eNijUhTPk&feature=youtu.be},

year  = {2015},

date = {2015-01-01},

keywords = {Digital Libraries},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_33,

title = {Introduction to the 2015 Joint Conference on Digital Libraries Doctoral Consortium Issue},

author = {Kazunari Sugiyama and Catherine L. Smith},

url = {/wp-content/uploads/Publications/PDF/Introduction%20to%20the%202015%20Joint%20Conference%20on%20Digital%20Libraries%20Doctoral%20Consortium%20Issue.pdf},

year  = {2015},

date = {2015-01-01},

booktitle = {Bulletin of IEEE Technical Committee on Digital Libraries (IEEE TCDL)},

keywords = {Miscellaneous},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_34,

title = {Comment-based Multi-View Clustering of Web 2.0 Items},

author = {Xiangnan He and Min-Yen Kan and Peichu Xie and Xiao Chen},

url = {/wp-content/uploads/Publications/PDF/Comment-based%20Multi-View%20Clustering%20of%20Web%202.0%20Items.pdf

/wp-content/uploads/Publications/slide/Comment-based%20Multi-View%20Clustering%20of%20Web%202.0%20Items%20slide.pdf},

year  = {2014},

date = {2014-01-01},

booktitle = {Proceedings of the 23rd international conference on World Wide Web (WWW '14)},

keywords = {Web},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_35,

title = {Exploiting Timelines to Enhance Multi-document Summarization},

author = {Jun-Ping Ng and Yan Chen and Min-Yen Kan and Zhoujun Li},

url = {/wp-content/uploads/Publications/PDF/Exploiting%20Timelines%20to%20Enhance%20Multi-document%20Summarization.pdf

https://www.youtube.com/watch?v=Tfqo_SsZ0m4#t=5m20s

/wp-content/uploads/Publications/slide/Exploiting%20Timelines%20to%20Enhance%20Multi-document%20Summarization%20slide.ppt},

year  = {2014},

date = {2014-01-01},

booktitle = {Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL '14)},

keywords = {Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_37,

title = {Predicting the Popularity of Web 2.0 Items Based on User Comments},

author = {Xiangnan He and Ming Gao and Min-Yen Kan and Yiqun Liu and Kazunari Sugiyama},

url = {/wp-content/uploads/Publications/PDF/Predicting%20the%20Popularity%20of%20Web%202.0%20Items%20Based%20on%20User%20Comments.pdf

https://speakerdeck.com/he8819197/predicting-the-popularity-of-web-2-dot-0-items-based-on-user-comments},

year  = {2014},

date = {2014-01-01},

booktitle = {Proceedings of Special Interest Group on Information Retrieval (SIGIR '14)},

keywords = {Information Retrieval, Web},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_38,

title = {New and Improved: Modeling Versions to Improve App Recommendation},

author = {Jovian Lin and Kazunari Sugiyama and Min-Yen Kan and Tat-Seng Chua},

url = {/wp-content/uploads/Publications/PDF/New%20and%20Improved-%20Modeling%20Versions%20to%20Improve%20App%20Recommendation.pdf

https://speakerdeck.com/jovianlin/new-and-improved-modeling-versions-to-improve-app-recommendation},

year  = {2014},

date = {2014-01-01},

booktitle = {Proceedings of Special Interest Group on Information Retrieval (SIGIR '14)},

keywords = {Information Retrieval, Mobile, Web},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_42,

title = {Multimodal Alignment of Scholarly Documents and Their Presentations},

author = {Bamdad Bahrani and Min-Yen Kan},

url = {/wp-content/uploads/Publications/PDF/Multimodal%20Alignment%20of%20Scholarly%20Documents%20and%20Their%20Presentations.pdf

/wp-content/uploads/Publications/slide/Multimodal%20Alignment%20of%20Scholarly%20Documents%20and%20Their%20Presentations%20slide.pptx},

year  = {2013},

date = {2013-01-01},

booktitle = {Proceedings of the Joint Conference on Digital Libraries (JCDL '13)},

keywords = {Digital Libraries, Multimedia},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_43,

title = {Extracting and Matching Authors and Affiliations in Scholarly Documents},

author = {Huy Do Hoang Nhat and Muthu Kumar Chandrasekaran and Philip S. Cho and Min-Yen Kan},

url = {/wp-content/uploads/Publications/PDF/Extracting%20and%20Matching%20Authors%20and%20Affiliations%20in%20Scholarly%20Documents.pdf

/wp-content/uploads/Publications/slide/Extracting%20and%20Matching%20Authors%20and%20Affiliations%20in%20Scholarly%20Documents%20slide.pptx},

year  = {2013},

date = {2013-01-01},

booktitle = {Proceedings of the Joint Conference on Digital Libraries (JCDL '13)},

keywords = {Digital Libraries, ParsCit},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_44,

title = {Constructing an Anonymous Dataset From the Personal Digital Photo Libraries of Mac App Store Users},

author = {Jesse Prabawa Gozali and Min-Yen Kan and Hari Sundaram},

url = {/wp-content/uploads/Publications/PDF/Constructing%20an%20Anonymous%20Dataset%20From%20the%20Personal%20Digital%20Photo%20Libraries%20of%20Mac%20App%20Store%20Users.pdf

/wp-content/uploads/Publications/slide/Constructing%20an%20Anonymous%20Dataset%20From%20the%20Personal%20Digital%20Photo%20Libraries%20of%20Mac%20App%20Store%20Users%20slide.pptx},

year  = {2013},

date = {2013-01-01},

booktitle = {Proceedings of the Joint Conference on Digital Libraries (JCDL '13)},

keywords = {Digital Libraries, Multimedia},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_45,

title = {Exploiting Potential Citation Papers in Scholarly Paper Recommendation},

author = {Kazunari Sugiyama and Min-Yen Kan},

url = {/wp-content/uploads/Publications/PDF/Exploiting%20Potential%20Citation%20Papers%20in%20Scholarly%20Paper%20Recommendation.pdf

/wp-content/uploads/Publications/slide/Exploiting%20Potential%20Citation%20Papers%20in%20Scholarly%20Paper%20Recommendation%20slide.pdf},

year  = {2013},

date = {2013-01-01},

booktitle = {Proceedings of the Joint Conference on Digital Libraries (JCDL '13)},

keywords = {Digital Libraries, Scholarly},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_46,

title = {Mining Informal Language from Chinese Microtext: Joint Word Recognition and Segmentation},

author = {Aobo Wang and Min-Yen Kan},

url = {/wp-content/uploads/Publications/PDF/Mining%20Informal%20Language%20from%20Chinese%20Microtext-%20Joint%20Word%20Recognition%20and%20Segmentation.pdf

/wp-content/uploads/Publications/poster/Mining%20Informal%20Language%20from%20Chinese%20Microtext-%20Joint%20Word%20Recognition%20and%20Segmentation%20poster.pdf},

year  = {2013},

date = {2013-01-01},

booktitle = {Proceedings of Annual Meeting of the Association for Computational Linguistics (ACL '13)},

keywords = {Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_47,

title = {Addressing Cold-Start in App Recommendation: Latent User Models Constructed from Twitter Followers},

author = {Jovian Lin and Kazunari Sugiyama and Min-Yen Kan and Tat-Seng Chua},

url = {/wp-content/uploads/Publications/PDF/Addressing%20Cold-Start%20in%20App%20Recommendation-%20Latent%20User%20Models%20Constructed%20from%20Twitter%20Followers.pdf

https://speakerdeck.com/jovianlin/addressing-cold-start-in-app-recommendation-latent-user-models-constructed-from-twitter-followers

/wp-content/uploads/Publications/slide/Addressing%20Cold-Start%20in%20App%20Recommendation-%20Latent%20User%20Models%20Constructed%20from%20Twitter%20Followers%20slide.pdf},

year  = {2013},

date = {2013-01-01},

booktitle = {Proceedings of Special Interest Group on Information Retrieval (SIGIR '13)},

keywords = {Information Retrieval, Mobile, Web},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_51,

title = {Serendipitous Recommendation for Mobile Apps Using Item-Item Similarity Graph},

author = {Upasna Bhandari and Kazunari Sugiyama and Anindya Datta and Rajni Jindal},

url = {/wp-content/uploads/Publications/PDF/Serendipitous%20Recommendation%20for%20Mobile%20Apps%20Using%20Item-Item%20Similarity%20Graph.pdf

/wp-content/uploads/Publications/poster/Serendipitous%20Recommendation%20for%20Mobile%20Apps%20Using%20Item-Item%20Similarity%20Graph%20poster.pdf},

year  = {2013},

date = {2013-01-01},

booktitle = {Proceedings of the 9th Asia Information Retrieval Societies Conference (AIRS '13)},

keywords = {Digital Libraries, Information Retrieval, Mobile},

pubstate = {published},

tppubtype = {conference}

}