Bamshad Mobasher

According to our database1, Bamshad Mobasher authored at least 147 papers between 1993 and 2019.

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Bibliography

2019
Data Science Summer Academy for Chicago Public School Students.
SIGKDD Explorations, 2019

UMAP 2019 Theory, Reflection, and Opinion Track: Chairs' Welcome and Overview.
Proceedings of the Adjunct Publication of the 27th Conference on User Modeling, 2019

Power of the Few: Analyzing the Impact of Influential Users in Collaborative Recommender Systems.
Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization, 2019

FairUMAP 2019 Chairs' Welcome Overview.
Proceedings of the Adjunct Publication of the 27th Conference on User Modeling, 2019

Modeling the Dynamics of User Preferences for Sequence-Aware Recommendation Using Hidden Markov Models.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

Managing Popularity Bias in Recommender Systems with Personalized Re-Ranking.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

2018
UMAP 2018 Fairness in User Modeling, Adaptation and Personalization (FairUMAP 2018) Chairs' Welcome & Organization: Preface.
Proceedings of the Adjunct Publication of the 26th Conference on User Modeling, 2018

2nd workshop on recommendation in complex scenarios (complexrec 2018).
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Inferring User Expertise from Social Tagging in Music Recommender Systems for Streaming Services.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

Context-Aware Recommendations.
Proceedings of the Collaborative Recommendations, 2018

2017
Emotions in Context-Aware Recommender Systems.
Proceedings of the Emotions and Personality in Personalized Services, 2017

Multirelational Recommendation in Heterogeneous Networks.
TWEB, 2017

Weighted Random Walk Sampling for Multi-Relational Recommendation.
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

UMAP 2017 THUM Workshop Chairs' Welcome & Organization.
Proceedings of the Adjunct Publication of the 25th Conference on User Modeling, 2017

A Clustering Approach for Personalizing Diversity in Collaborative Recommender Systems.
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

Recommender Systems as Multistakeholder Environments.
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

Workshop on Recommendation in Complex Scenarios (ComplexRec 2017).
Proceedings of the RecSys 2017 Workshop on Recommendation in Complex Scenarios co-located with 11th ACM Conference on Recommender Systems (RecSys 2017), 2017

Workshop on Recommendation in Complex Scenarios: (ComplexRec 2017).
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Controlling Popularity Bias in Learning-to-Rank Recommendation.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Using Uncertain Graphs to Automatically Generate Event Flows from News Stories.
Proceedings of the Workshops Proceedings and Tutorials of the 28th ACM Conference on Hypertext and Social Media (HT 2017), 2017

2016
User-Oriented Context Suggestion.
Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

Towards Multi-Stakeholder Utility Evaluation of Recommender Systems.
Proceedings of the Late-breaking Results, 2016

Weighted Random Walks for Meta-Path Expansion in Heterogeneous Networks.
Proceedings of the Poster Track of the 10th ACM Conference on Recommender Systems (RecSys 2016), 2016

User Segmentation for Controlling Recommendation Diversity.
Proceedings of the Poster Track of the 10th ACM Conference on Recommender Systems (RecSys 2016), 2016

Meta-Path Selection for Extended Multi-Relational Matrix Factorization.
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

2015
Similarity-Based Context-Aware Recommendation.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Integrating Context Similarity with Sparse Linear Recommendation Model.
Proceedings of the User Modeling, Adaptation and Personalization, 2015

User-Constrained Clustering in Online Requirements Forums.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2015

Network-Based Extension of Multi-Relational Factorization Models.
Proceedings of the Poster Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Adapting Recommendations to Contextual Changes Using Hierarchical Hidden Markov Models.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Incorporating Context Correlation into Context-aware Matrix Factorization.
Proceedings of the IJCAI 2015 Joint Workshop on Constraints and Preferences for Configuration and Recommendation and Intelligent Techniques for Web Personalization co-located with the 24th International Joint Conference on Artificial Intelligence (IJCAI 2015), 2015

Adapting to User Preference Changes in Interactive Recommendation.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

CARSKit: A Java-Based Context-Aware Recommendation Engine.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014
Context Recommendation Using Multi-label Classification.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

User Partitioning Hybrid for Tag Recommendation.
Proceedings of the User Modeling, Adaptation, and Personalization, 2014

Hybrid Recommendation in Heterogeneous Networks.
Proceedings of the User Modeling, Adaptation, and Personalization, 2014

Splitting approaches for context-aware recommendation: an empirical study.
Proceedings of the Symposium on Applied Computing, 2014

CSLIM: contextual SLIM recommendation algorithms.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

The sixth ACM RecSys workshop on recommender systems and the social web.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Context adaptation in interactive recommender systems.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

The recommender problem revisited: morning tutorial.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Resource Recommendation in Social Annotation Systems Based on User Partitioning.
Proceedings of the E-Commerce and Web Technologies - 15th International Conference, 2014

Deviation-Based Contextual SLIM Recommenders.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Recommendation Systems in Requirements Discovery.
Proceedings of the Recommendation Systems in Software Engineering, 2014

2013
Supporting Domain Analysis through Mining and Recommending Features from Online Product Listings.
IEEE Trans. Software Eng., 2013

Recommendation with Differential Context Weighting.
Proceedings of the User Modeling, Adaptation, and Personalization, 2013

The Role of Emotions in Context-aware Recommendation.
Proceedings of the 3rd Workshop on Human Decision Making in Recommender Systems in conjunction with the 7th ACM Conference on Recommender Systems (RecSys 2013), 2013

The fifth ACM RecSys workshop on recommender systems and the social web.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Query-driven context aware recommendation.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

2012
Resource recommendation in social annotation systems: A linear-weighted hybrid approach.
J. Comput. Syst. Sci., 2012

Guest editorial: special issue on a decade of mining the Web.
Data Min. Knowl. Discov., 2012

Using social tags to infer context in hybrid music recommendation.
Proceedings of the Twelfth International Workshop on Web Information and Data Management, 2012

Modeling topic trends on the social web using temporal signatures.
Proceedings of the Twelfth International Workshop on Web Information and Data Management, 2012

4th ACM RecSys workshop on recommender systems and the social web.
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

Context-aware music recommendation based on latenttopic sequential patterns.
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

Recommending source code for use in rapid software prototypes.
Proceedings of the 34th International Conference on Software Engineering, 2012

Differential Context Relaxation for Context-Aware Travel Recommendation.
Proceedings of the E-Commerce and Web Technologies - 13th International Conference, 2012

2011
Recommender Systems in Requirements Engineering.
AI Magazine, 2011

Context-Aware Recommender Systems.
AI Magazine, 2011

Tag-Based Resource Recommendation in Social Annotation Applications.
Proceedings of the User Modeling, Adaption and Personalization, 2011

Context-Aware Recommendation Based On Review Mining.
Proceedings of the 9th Workshop on Intelligent Techniques for Web Personalization & Recommender Systems, 2011

On-demand feature recommendations derived from mining public product descriptions.
Proceedings of the 33rd International Conference on Software Engineering, 2011

Recommendation by Example in Social Annotation Systems.
Proceedings of the E-Commerce and Web Technologies - 12th International Conference, 2011

2010
Ontology-Based Collaborative Recommendation.
Proceedings of the 8th Workshop on Intelligent Techniques for Web Personalization & Recommender Systems, 2010

2nd workshop on recommender systems and the social web.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Resource Recommendation in Collaborative Tagging Applications.
Proceedings of the E-Commerce and Web Technologies, 11th International Conference, 2010

Hybrid tag recommendation for social annotation systems.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Web Mining Overview.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Preface to the special issue on data mining for personalization.
User Model. User-Adapt. Interact., 2009

AAAI 2008 Workshop Reports.
AI Magazine, 2009

A recommender system for requirements elicitation in large-scale software projects.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Workshop on recommender systems and the social web.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

The impact of ambiguity and redundancy on tag recommendation in folksonomies.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

A recommender system for dynamically evolving online forums.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

Enhancing Stakeholder Profiles to Improve Recommendations in Online Requirements Elicitation.
Proceedings of the RE 2009, 17th IEEE International Requirements Engineering Conference, Atlanta, Georgia, USA, August 31, 2009

A Fast Effective Multi-Channeled Tag Recommender.
Proceedings of ECML PKDD (The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases) Discovery Challenge 2009, 2009

Adapting K-Nearest Neighbor for Tag Recommendation in Folksonomies.
Proceedings of the 7th Workshop on Intelligent Techniques for Web Personalization & Recommender Systems (ITWP'09), Pasadena, California, USA, July 11-17, 2009 in conjunction with the 21st International Joint Conference on Artificial Intelligence, 2009

Evaluating the Impact of Attacks in Collaborative Tagging Environments.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

2008
WebKDD 2008: 10 years of knowledge discovery on the web post-workshop report.
SIGKDD Explorations, 2008

A Survey of Collaborative Recommendation and the Robustness of Model-Based Algorithms.
IEEE Data Eng. Bull., 2008

Personalized recommendation in social tagging systems using hierarchical clustering.
Proceedings of the 2008 ACM Conference on Recommender Systems, 2008

Using Data Mining and Recommender Systems to Facilitate Large-Scale, Open, and Inclusive Requirements Elicitation Processes.
Proceedings of the 16th IEEE International Requirements Engineering Conference, 2008

International workshop on recommendation and collaboration (ReColl 2008).
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

Using data mining and recommender systems to scale up the requirements process.
Proceedings of the 2nd international workshop on Ultra-large-scale software-intensive systems, 2008

Personalizing Navigation in Folksonomies Using Hierarchical Tag Clustering.
Proceedings of the Data Warehousing and Knowledge Discovery, 10th International Conference, 2008

A consensus based approach to constrained clustering of software requirements.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007
Toward trustworthy recommender systems: An analysis of attack models and algorithm robustness.
ACM Trans. Internet Techn., 2007

Introduction to intelligent techniques for Web personalization.
ACM Trans. Internet Techn., 2007

Defending recommender systems: detection of profile injection attacks.
Service Oriented Computing and Applications, 2007

WebKDD/SNAKDD 2007: web mining and social network analysis post-workshop report.
SIGKDD Explorations, 2007

Recommender Systems.
KI, 2007

Attacks and Remedies in Collaborative Recommendation.
IEEE Intelligent Systems, 2007

Learning Ontology-Based User Profiles: A Semantic Approach to Personalized Web Search.
IEEE Intelligent Informatics Bulletin, 2007

AAAI-07 Workshop Reports.
AI Magazine, 2007

Robustness of collaborative recommendation based on association rule mining.
Proceedings of the 2007 ACM Conference on Recommender Systems, 2007

Ontological User Profiles for Representing Context in Web Search.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007

Impact of Relevance Measures on the Robustness and Accuracy of Collaborative Filtering.
Proceedings of the E-Commerce and Web Technologies, 8th International Conference, 2007

Crawling Attacks Against Web-based Recommender Systems.
Proceedings of the 2007 International Conference on Data Mining, 2007

Representing Context in Web Search with Ontological User Profiles.
Proceedings of the Modeling and Using Context, 2007

Web search personalization with ontological user profiles.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

Data Mining for Web Personalization.
Proceedings of the Adaptive Web, Methods and Strategies of Web Personalization, 2007

2006
WebKDD 2006: web mining and web usage analysis post-workshop report.
SIGKDD Explorations, 2006

Reports on the Twenty-First National Conference on Artificial Intelligence (AAAI-06) Workshop Program.
AI Magazine, 2006

Detecting Profile Injection Attacks in Collaborative Recommender Systems.
Proceedings of the Eighth IEEE International Conference on E-Commerce Technology (CEC 2006) / Third IEEE International Conference on Enterprise Computing, 2006

Contextual Recommendation.
Proceedings of the From Web to Social Web: Discovering and Deploying User and Content Profiles, 2006

Detecting Profile Injection Attacks in Collaborative Filtering: A Classification-Based Approach.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2006

Classification features for attack detection in collaborative recommender systems.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Web User Segmentation Based on a Mixture of Factor Analyzers.
Proceedings of the E-Commerce and Web Technologies, 7th International Conference, 2006

Model-Based Collaborative Filtering as a Defense against Profile Injection Attacks.
Proceedings of the Proceedings, 2006

2005
WebKDD 2005: web mining and web usage analysis post-workshop report.
SIGKDD Explorations, 2005

The Workshop Program at the Nineteenth National Conference on Artificial Intelligence.
AI Magazine, 2005

Task-Oriented Web User Modeling for Recommendation.
Proceedings of the User Modeling 2005, 2005

Analysis and Detection of Segment-Focused Attacks Against Collaborative Recommendation.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2005

A maximum entropy web recommendation system: combining collaborative and content features.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

A Web Recommendation System Based on Maximum Entropy.
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005

Segment-Based Injection Attacks against Collaborative Filtering Recommender Systems.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

2004
Web Usage Mining and Personalization.
Proceedings of the Practical Handbook of Internet Computing., 2004

WebKDD 2004: web mining and web usage analysis post-workshop report.
SIGKDD Explorations, 2004

A Recommendation Model Based on Latent Principal Factors in Web Navigation Data.
Proceedings of the Third International Workshop on Web Dynamics, 2004

Web usage mining based on probabilistic latent semantic analysis.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

2003
A Framework for the Evaluation of Session Reconstruction Heuristics in Web-Usage Analysis.
INFORMS Journal on Computing, 2003

Intelligent Techniques for Web Personalization.
Proceedings of the Intelligent Techniques for Web Personalization, IJCAI 2003 Workshop, 2003

Concept Based Query Enhancement in the ARCH Search Agent.
Proceedings of the International Conference on Internet Computing, 2003

A Road Map to More Effective Web Personalization: Integrating Domain Knowledge with Web Usage Mining.
Proceedings of the International Conference on Internet Computing, 2003

Semantically Enhanced Collaborative Filtering on the Web.
Proceedings of the Web Mining: From Web to Semantic Web, 2003

2002
Discovery and Evaluation of Aggregate Usage Profiles for Web Personalization.
Data Min. Knowl. Discov., 2002

The Impact of Site Structure and User Environment on Session Reconstruction in Web Usage Analysis.
Proceedings of the WEBKDD 2002, 2002

Using Sequential and Non-Sequential Patterns in Predictive Web Usage Mining Tasks.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

2001
Decision Processes in Agent-Based Automated Contracting.
IEEE Internet Computing, 2001

Effective personalization based on association rule discovery from web usage data.
Proceedings of the 3rd International Workshop on Web Information and Data Management (WIDM 2001), 2001

2000
Automatic personalization based on Web usage mining.
Commun. ACM, 2000

Integrating Web Usage and Content Mining for More Effective Personalization.
Proceedings of the Electronic Commerce and Web Technologies, 2000

1999
Data Preparation for Mining World Wide Web Browsing Patterns.
Knowl. Inf. Syst., 1999

Partitioning-based clustering for Web document categorization.
Decision Support Systems, 1999

Document Categorization and Query Generation on the World Wide Web Using WebACE.
Artif. Intell. Rev., 1999

Bid Selection Strategies for Multi-agent Contracting in the Presence of Scheduling Constraints.
Proceedings of the Agent Mediated Electronic Commerce II, 1999

Evaluating Risk: Flexibility and Feasibility in Multi-Agent Contracting.
Proceedings of the Third Annual Conference on Autonomous Agents, 1999

1998
A client-side Web agent for document categorization.
Internet Research, 1998

Hypergraph Based Clustering in High-Dimensional Data Sets: A Summary of Results.
IEEE Data Eng. Bull., 1998

Bid Evaluation and Selection in the MAGNET Automated Contracting System.
Proceedings of the Agent Mediated Electronic Commerce, 1998

WebACE: A Web Agent for Document Categorization and Exploration.
Proceedings of the Second International Conference on Autonomous Agents, 1998

A Market Architecture for Multi-Agent Contracting.
Proceedings of the Second International Conference on Autonomous Agents, 1998

1997
Multi-Valued Logic Programming Semantics: An Algebraic Approach.
Theor. Comput. Sci., 1997

Magma: An Agent Based Virtual Market for Electronic Commerce.
Applied Artificial Intelligence, 1997

Web Mining: Information and Pattern Discovery on the World Wide Web.
Proceedings of the 9th International Conference on Tools with Artificial Intelligence, 1997

Clustering Based On Association Rule Hypergraphs.
Proceedings of the Workshop on Research Issues on Data Mining and Knowledge Discovery, 1997

1993
Negation as Partial Failure.
Proceedings of the Logic Programming and Non-monotonic Reasoning, 1993


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