Irwin King


2022

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Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation
Yankai Chen | Menglin Yang | Yingxue Zhang | Mengchen Zhao | Ziqiao Meng | Jianye Hao | Irwin King
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

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HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization
Menglin Yang | Min Zhou | Jiahong Liu | Defu Lian | Irwin King
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

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Graph-adaptive Rectified Linear Unit for Graph Neural Networks
Yifei Zhang | Hao Zhu | Ziqiao Meng | Piotr Koniusz | Irwin King
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

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Attributed Collaboration Network Embedding for Academic Relationship Mining
Wei Wang | Jiaying Liu | Tao Tang | Suppawong Tuarob | Feng Xia | Zhiguo Gong | Irwin King
2021 Volume 15 Issue 1

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Semi-supervised Multi-label Learning for Graph-structured Data
Zixing Song | Ziqiao Meng | Yifei Zhang | Irwin King
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

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A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss
Hou Pong Chan | Wang Chen | Irwin King
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding
Xinyu Fu | Jiani Zhang | Ziqiao Meng | Irwin King
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process
Jichuan Zeng | Jing Li | Yulan He | Cuiyun Gao | Michael R. Lyu | Irwin King
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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BigScholar 2019: The 6th Workshop on Big Scholarly Data
Feng Xia | Huan Liu | Irwin King | Kuansan Wang
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

2018

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Communication-Efficient Distributed Deep Metric Learning with Hybrid Synchronization
Yuxin Su | Michael R. Lyu | Irwin King
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

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Neural Relational Topic Models for Scientific Article Analysis
Haoli Bai | Zhuangbin Chen | Michael R. Lyu | Irwin King | Zenglin Xu
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2017

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Mining Business Opportunities from Location-based Social Networks
Shenglin Zhao | Irwin King | Michael R. Lyu | Jia Zeng | Mingxuan Yuan
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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Learning to Rank Using Localized Geometric Mean Metrics
Yuxin Su | Irwin King | Michael R. Lyu
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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Aspect-level Sentiment Classification with HEAT (HiErarchical ATtention) Network
Jiajun Cheng | Shenglin Zhao | Jiani Zhang | Irwin King | Xin Zhang | Hui Wang
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

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Dynamic Key-Value Memory Networks for Knowledge Tracing
Jiani Zhang | Xingjian Shi | Irwin King | Dit-Yan Yeung
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

doi dblp
Leveraging Social Connections to Improve Peer Assessment in MOOCs
Hou Pong Chan | Irwin King
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

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Shifu: Deep Learning Based Advisor-advisee Relationship Mining in Scholarly Big Data
Wei Wang | Jiaying Liu | Feng Xia | Irwin King | Hanghang Tong
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

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Geo-Teaser: Geo-Temporal Sequential Embedding Rank for Point-of-interest Recommendation
Shenglin Zhao | Tong Zhao | Irwin King | Michael R. Lyu
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2016

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Introduction to the Special Issue on Crowd in Intelligent Systems
Kuan-Ta Chen | Omar Alonso | Martha A. Larson | Irwin King
2016 Volume 7 Issue 4

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A Unified Point-of-Interest Recommendation Framework in Location-Based Social Networks
Chen Cheng | Haiqin Yang | Irwin King | Michael R. Lyu
2016 Volume 8 Issue 1

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Extracting translations from comparable corpora for Cross-Language Information Retrieval using the language modeling framework
Razieh Rahimi | Azadeh Shakery | Irwin King
2016 Volume 52 Issue 2

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Constructing Reliable Gradient Exploration for Online Learning to Rank
Tong Zhao | Irwin King
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

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Trust-aware Peer Assessment using Multi-armed Bandit Algorithms
Hou Pong Chan | Tong Zhao | Irwin King
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11-15, 2016, Companion Volume

2015

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Multilingual information retrieval in the language modeling framework
Razieh Rahimi | Azadeh Shakery | Irwin King
2015 Volume 18 Issue 3

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WSDM'15 Workshop Summary / Scalable Data Analytics: Theory and Applications
Kaizhu Huang | Haiqin Yang | Irwin King | Michael R. Lyu
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, WSDM 2015, Shanghai, China, February 2-6, 2015

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Exploiting Game Theoretic Analysis for Link Recommendation in Social Networks
Tong Zhao | H. Vicky Zhao | Irwin King
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

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Improving Latent Factor Models via Personalized Feature Projection for One Class Recommendation
Tong Zhao | Julian J. McAuley | Irwin King
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

2014

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Axiomatic Analysis of Cross-Language Information Retrieval
Razieh Rahimi | Azadeh Shakery | Irwin King
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

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Leveraging Social Connections to Improve Personalized Ranking for Collaborative Filtering
Tong Zhao | Julian J. McAuley | Irwin King
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

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Language technologies for enhancement of teaching and learning in writing
Tak Pang Lau | Shuai Wang | Yuanyuan Man | Chi Fai Yuen | Irwin King
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume

2013

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Introduction to the special section on twitter and microblogging services
Irwin King | Wolfgang Nejdl
2013 Volume 4 Issue 1

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22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013, Companion Volume

22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013, Companion Volume

2012

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Information propagation in social rating networks
Priyanka Garg | Irwin King | Michael R. Lyu
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

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Do ads compete or collaborate?: designing click models with full relationship incorporated
Xin Xin | Irwin King | Ritesh Agrawal | Michael R. Lyu | Heyan Huang
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

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A classification-based approach to question routing in community question answering
Tom Chao Zhou | Michael R. Lyu | Irwin King
Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)

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Analyzing and predicting question quality in community question answering services
Baichuan Li | Tan Jin | Michael R. Lyu | Irwin King | Barley Mak
Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)

2011

doi dblp
The fourth ACM international conference on web search and data mining (WSDM 2011)
Irwin King | Hang Li
2011 Volume 45 Issue 2

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Improving Recommender Systems by Incorporating Social Contextual Information
Hao Ma | Tom Chao Zhou | Michael R. Lyu | Irwin King
2011 Volume 29 Issue 2

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Learning to recommend with explicit and implicit social relations
Hao Ma | Irwin King | Michael R. Lyu
2011 Volume 2 Issue 3

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CMAP: effective fusion of quality and relevance for multi-criteria recommendation
Xin Xin | Michael R. Lyu | Irwin King
Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011

doi dblp
Recommender systems with social regularization
Hao Ma | Dengyong Zhou | Chao Liu | Michael R. Lyu | Irwin King
Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011

doi dblp
Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011

Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011

doi dblp
Probabilistic factor models for web site recommendation
Hao Ma | Chao Liu | Irwin King | Michael R. Lyu
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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Question identification on twitter
Baichuan Li | Xiance Si | Michael R. Lyu | Irwin King | Edward Y. Chang
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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Question routing in community question answering: putting category in its place
Baichuan Li | Irwin King | Michael R. Lyu
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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Can irrelevant data help semi-supervised learning, why and how?
Haiqin Yang | Shenghuo Zhu | Irwin King | Michael R. Lyu
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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Towards a top-down and bottom-up bidirectional approach to joint information extraction
Xiaofeng Yu | Irwin King | Michael R. Lyu
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

2010

doi dblp
Online learning for multi-task feature selection
Haiqin Yang | Irwin King | Michael R. Lyu
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

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Routing questions to appropriate answerers in community question answering services
Baichuan Li | Irwin King
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

doi dblp
Introduction to social recommendation
Irwin King | Michael R. Lyu | Hao Ma
Proceedings of the 19th International Conference on World Wide Web, WWW 2010, Raleigh, North Carolina, USA, April 26-30, 2010

2009

doi dblp
Automobile, car and BMW: horizontal and hierarchical approach in social tagging systems
Tom Chao Zhou | Irwin King
Proceedings of the 2nd ACM Workshop on Social Web Search and Mining, CIKM-SWSM 2009, Hong Kong, China, November 2, 2009

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Proceedings of the 2nd ACM Workshop on Social Web Search and Mining, CIKM-SWSM 2009, Hong Kong, China, November 2, 2009

Proceedings of the 2nd ACM Workshop on Social Web Search and Mining, CIKM-SWSM 2009, Hong Kong, China, November 2, 2009

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Weaving Services and People on the World Wide Web, [features some of the cutting-edge research work that were presented at the Workshop Track of the 17th International World Wide Web Conference (WWW 2008) held at Beijing, China, from April 21-25, 2008]

Weaving Services and People on the World Wide Web, [features some of the cutting-edge research work that were presented at the Workshop Track of the 17th International World Wide Web Conference (WWW 2008) held at Beijing, China, from April 21-25, 2008]

doi dblp
Effective latent space graph-based re-ranking model with global consistency
Hongbo Deng | Michael R. Lyu | Irwin King
Proceedings of the Second International Conference on Web Search and Web Data Mining, WSDM 2009, Barcelona, Spain, February 9-11, 2009

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Entropy-biased models for query representation on the click graph
Hongbo Deng | Irwin King | Michael R. Lyu
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009

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Learning to recommend with social trust ensemble
Hao Ma | Irwin King | Michael R. Lyu
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009

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Enhancing expertise retrieval using community-aware strategies
Hongbo Deng | Irwin King | Michael R. Lyu
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009

doi dblp
MatchSim: a novel neighbor-based similarity measure with maximum neighborhood matching
Zhenjiang Lin | Michael R. Lyu | Irwin King
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009

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A social recommendation framework based on multi-scale continuous conditional random fields
Xin Xin | Irwin King | Hongbo Deng | Michael R. Lyu
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009

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Semi-nonnegative matrix factorization with global statistical consistency for collaborative filtering
Hao Ma | Haixuan Yang | Irwin King | Michael R. Lyu
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009

2008

doi dblp
Semi-supervised text categorization by active search
Zenglin Xu | Rong Jin | Kaizhu Huang | Michael R. Lyu | Irwin King
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

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SoRec: social recommendation using probabilistic matrix factorization
Hao Ma | Haixuan Yang | Michael R. Lyu | Irwin King
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

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Learning latent semantic relations from clickthrough data for query suggestion
Hao Ma | Haixuan Yang | Irwin King | Michael R. Lyu
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

doi dblp
Mining social networks using heat diffusion processes for marketing candidates selection
Hao Ma | Haixuan Yang | Michael R. Lyu | Irwin King
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

2007

doi dblp
The generalized dependency degree between attributes
Haixuan Yang | Irwin King | Michael R. Lyu
2007 Volume 58 Issue 14

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DiffusionRank: a possible penicillin for web spamming
Haixuan Yang | Irwin King | Michael R. Lyu
SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

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Effective missing data prediction for collaborative filtering
Hao Ma | Irwin King | Michael R. Lyu
SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

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Measuring credibility of users in an e-learning environment
Wei Wei | Jimmy Ho-Man Lee | Irwin King
Proceedings of the 16th International Conference on World Wide Web, WWW 2007, Banff, Alberta, Canada, May 8-12, 2007

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Web page classification with heterogeneous data fusion
Zenglin Xu | Irwin King | Michael R. Lyu
Proceedings of the 16th International Conference on World Wide Web, WWW 2007, Banff, Alberta, Canada, May 8-12, 2007

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Efficient training on biased minimax probability machine for imbalanced text classification
Xiang Peng | Irwin King
Proceedings of the 16th International Conference on World Wide Web, WWW 2007, Banff, Alberta, Canada, May 8-12, 2007

2006

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PageSim: a novel link-based measure of web page aimilarity
Zhenjiang Lin | Michael R. Lyu | Irwin King
Proceedings of the 15th international conference on World Wide Web, WWW 2006, Edinburgh, Scotland, UK, May 23-26, 2006

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Bilingual web page and site readability assessment
Tak Pang Lau | Irwin King
Proceedings of the 15th international conference on World Wide Web, WWW 2006, Edinburgh, Scotland, UK, May 23-26, 2006

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A user profile-based approach for personal information access: shaping your information portfolio
Lo Ka Kan | Xiang Peng | Irwin King
Proceedings of the 15th international conference on World Wide Web, WWW 2006, Edinburgh, Scotland, UK, May 23-26, 2006

2005

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Predictive ranking: a novel page ranking approach by estimating the web structure
Haixuan Yang | Irwin King | Michael R. Lyu
Proceedings of the 14th international conference on World Wide Web, WWW 2005, Chiba, Japan, May 10-14, 2005 - Special interest tracks and posters

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Information retrieval in P2P networks using genetic algorithm
Wan Yeung Wong | Tak Pang Lau | Irwin King
Proceedings of the 14th international conference on World Wide Web, WWW 2005, Chiba, Japan, May 10-14, 2005 - Special interest tracks and posters

2004

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Distributed content-based visual information retrieval system on peer-to-peer networks
Irwin King | Cheuk Hang Ng | Ka Cheung Sia
2004 Volume 22 Issue 3

2003

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Proceedings of the Twelfth International World Wide Web Conference - Posters, WWW 2003, Budapest, Hungary, May 20-24, 2003

Proceedings of the Twelfth International World Wide Web Conference - Posters, WWW 2003, Budapest, Hungary, May 20-24, 2003

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