Shaghayegh Sahebi

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 33

Top Topics

Student Modeling

Tensor Factorization

Collaborative Filtering

Behavior Patterns

Top Venues

Publications

Siqian Zhao, Shaghayegh Sahebi
Towards Multi-Objective Behavior and Knowledge Modeling in Students. UMAP (Adjunct Publication) (2024)
Siqian Zhao, Chunpai Wang, Shaghayegh Sahebi
Transition-Aware Multi-Activity Knowledge Tracing. CoRR (2023)
Chunpai Wang, Shaghayegh Sahebi
Continuous Personalized Knowledge Tracing: Modeling Long-Term Learning in Online Environments. CIKM (2023)
Siqian Zhao, Shaghayegh Sahebi
Graph-Enhanced Multi-Activity Knowledge Tracing. ECML/PKDD (6) (2023)
Siqian Zhao, Shaghayegh Sahebi, Reza Feyzi-Behnagh
Curb Your Procrastination: A Study of Academic Procrastination Behaviors vs. A Planning and Time Management App. UMAP (2023)
Chunpai Wang, Shaghayegh Sahebi, Siqian Zhao, Peter Brusilovsky, Laura O. Moraes
Knowledge Tracing for Complex Problem Solving: Granular Rank-Based Tensor Factorization. CoRR (2022)
Siqian Zhao, Chunpai Wang, Shaghayegh Sahebi
Transition-Aware Multi-Activity Knowledge Tracing. Big Data (2022)
Chunpai Wang, Shaghayegh Sahebi, Peter Brusilovsky
Proximity-Based Educational Recommendations: A Multi-Objective Framework. MORS@RecSys (2022)
Himan Abdollahpouri, Shaghayegh Sahebi, Mehdi Elahi, Masoud Mansoury, Babak Loni, Zahra Nazari, Maria Dimakopoulou
MORS 2022: The Second Workshop on Multi-Objective Recommender Systems. RecSys (2022)
Mengfan Yao, Siqian Zhao, Shaghayegh Sahebi, Reza Feyzi-Behnagh
Stimuli-Sensitive Hawkes Processes for Personalized Student Procrastination Modeling. CoRR (2021)
Mengfan Yao, Siqian Zhao, Shaghayegh Sahebi, Reza Feyzi-Behnagh
Relaxed Clustered Hawkes Process for Student Procrastination Modeling in MOOCs. AAAI (2021)
Mengfan Yao, Siqian Zhao, Shaghayegh Sahebi, Reza Feyzi-Behnagh
Stimuli-Sensitive Hawkes Processes for Personalized Student Procrastination Modeling. WWW (2021)
Chunpai Wang, Shaghayegh Sahebi, Siqian Zhao, Peter Brusilovsky, Laura O. Moraes
Knowledge Tracing for Complex Problem Solving: Granular Rank-Based Tensor Factorization. UMAP (2021)
Chunpai Wang, Siqian Zhao, Shaghayegh Sahebi
Learning from Non-Assessed Resources: Deep Multi-Type Knowledge Tracing. EDM (2021)
Chunpai Wang, Shaghayegh Sahebi, Helma Torkamaan
STRETCH: Stress and Behavior Modeling with Tensor Decomposition of Heterogeneous Data. WI/IAT (2021)
Chunpai Wang, Shaghayegh Sahebi, Peter Brusilovsky
MOCHI: an Offline Evaluation Framework for Educational Recommendations. Perspectives@RecSys (2021)
Himan Abdollahpouri, Mehdi Elahi, Masoud Mansoury, Shaghayegh Sahebi, Zahra Nazari, Allison Chaney, Babak Loni
MORS 2021 - 1st Workshop on Multi-Objective Recommender Systems. MORS@RecSys (2021)
Mengfan Yao, Siqian Zhao, Shaghayegh Sahebi, Reza Feyzi-Behnagh
Relaxed Clustered Hawkes Process for Procrastination Modeling in MOOCs. CoRR (2021)
Himan Abdollahpouri, Mehdi Elahi, Masoud Mansoury, Shaghayegh Sahebi, Zahra Nazari, Allison Chaney, Babak Loni
MORS 2021: 1st Workshop on Multi-Objective Recommender Systems. RecSys (2021)
Mengfan Yao, Shaghayegh Sahebi, Reza Feyzi-Behnagh, Semih Bursali, Siqian Zhao
Temporal Processes Associating with Procrastination Dynamics. AIED (1) (2021)
Siqian Zhao, Chunpai Wang, Shaghayegh Sahebi
Modeling Knowledge Acquisition from Multiple Learning Resource Types. EDM (2020)
Mengfan Yao, Shaghayegh Sahebi, Reza Feyzi-Behnagh
Analyzing Student Procrastination in MOOCs: A Multivariate Hawkes Approach. EDM (2020)
Thanh-Nam Doan, Shaghayegh Sahebi
TransCrossCF: Transition-based Cross-Domain Collaborative Filtering. ICMLA (2020)
Mehrdad Mirzaei, Shaghayegh Sahebi, Peter Brusilovsky
Structure-Based Discriminative Matrix Factorization for Detecting Inefficient Learning Behaviors. WI/IAT (2020)
Mehrdad Mirzaei, Shaghayegh Sahebi, Peter Brusilovsky
Detecting Trait versus Performance Student Behavioral Patterns Using Discriminative Non-Negative Matrix Factorization. FLAIRS Conference (2020)
Siqian Zhao, Chunpai Wang, Shaghayegh Sahebi
Modeling Knowledge Acquisition from Multiple Learning Resource Types. CoRR (2020)
Mehrdad Mirzaei, Shaghayegh Sahebi, Peter Brusilovsky
Annotated Examples and Parameterized Exercises: Analyzing Students' Behavior Patterns. AIED (1) (2019)
Thanh-Nam Doan, Shaghayegh Sahebi
Rank-Based Tensor Factorization for Student Performance Prediction. EDM (2019)
Thanh-Nam Doan, Shaghayegh Sahebi
Review-Based Cross-Domain Collaborative Filtering: A Neural Framework. ComplexRec@RecSys (2019)
Mehrdad Mirzaei, Shaghayegh Sahebi
Modeling Students' Behavior Using Sequential Patterns to Predict Their Performance. AIED (2) (2019)
Shaghayegh Sahebi, Peter Brusilovsky
Student Performance Prediction by Discovering Inter-Activity Relations. EDM (2018)
Shaghayegh Sahebi, Peter Brusilovsky, Vladimir Bobrokov
Cross-Domain Recommendation for Large-Scale Data. RecSysKTL (2017)
Shaghayegh Sahebi, Yu-Ru Lin, Peter Brusilovsky
Tensor Factorization for Student Modeling and Performance Prediction in Unstructured Domain. EDM (2016)
Shaghayegh Sahebi, Peter Brusilovsky
It Takes Two to Tango: An Exploration of Domain Pairs for Cross-Domain Collaborative Filtering. RecSys (2015)
Shaghayegh Sahebi, Trevor Walker
Content-Based Cross-Domain Recommendations Using Segmented Models. CBRecSys@RecSys (2014)
Shaghayegh Sahebi, Yun Huang, Peter Brusilovsky
Predicting Student Performance in Solving Parameterized Exercises. Intelligent Tutoring Systems (2014)
Julio Guerra, Shaghayegh Sahebi, Yu-Ru Lin, Peter Brusilovsky
The Problem Solving Genome: Analyzing Sequential Patterns of Student Work with Parameterized Exercises. EDM (2014)
Shaghayegh Sahebi, Peter Brusilovsky
Cross-Domain Collaborative Recommendation in a Cold-Start Context: The Impact of User Profile Size on the Quality of Recommendation. UMAP (2013)
Denis Parra, Wei Jeng, Peter Brusilovsky, Claudia López, Shaghayegh Sahebi
Conference Navigator 3: An online social conference support system. UMAP Workshops (2012)
Shaghayegh Sahebi, Chirayu Wongchokprasitti, Peter Brusilovsky
Recommending research colloquia: a study of several sources for user profiling. HetRec@RecSys (2010)
Peter Brusilovsky, Denis Parra, Shaghayegh Sahebi, Chirayu Wongchokprasitti
Collaborative information finding in smaller communities: The case of research talks. CollaborateCom (2010)
Shaghayegh Sahebi, Farhad Oroumchian, Ramtin Khosravi
Applying and Comparing Hidden Markov Model and Fuzzy Clustering Algorithms to Web Usage Data for Recommender Systems. IADIS European Conf. Data Mining (2008)
Shaghayegh Sahebi, Farhad Oroumchian, Ramtin Khosravi
An Enhanced Similarity Measure for Utilizing Site Structure in Web Personalization Systems. Web Intelligence/IAT Workshops (2008)
Ramtin Khosravi, Marjan Sirjani, Nesa Asoudeh, Shaghayegh Sahebi, Hamed Iravanchi
Modeling and Analysis of Reo Connectors Using Alloy. COORDINATION (2008)