以下论文大部分与个性化导学相关

1. 数据挖掘会议

AAAI

AAAI-17     Question difficulty prediction for reading problems in standard tests.

AAAI-18     Medical Exam Question Answering with Large-Scale Reading Comprehension     Xiao Zhang（清华）

AAAI-18     Proposition Entailment in Educational Applications Using Deep Neural Networks    Florin Bulgarov（评分）

AAAI-18     Exercise-Enhanced Sequential Modeling for Student Performance Prediction      Enhong Chen

AAAI-19     Knowledge Tracing Machines Factorization Machines for Knowledge Tracing

AAAI-19     Zero Shot Learning for Code Education Rubric Sampling

 

ICDE

ICDE-17     Ontology-based Approach for Academic Evaluation System

ICDE-17     Automated Personalized Feedback in Introductory Java Programming MOOCs

KDD

KDD-16     Unbounded Human Learning: Optimal Scheduling for Spaced Repetition

KDD-17     Constructivism Learning: A Learning Paradigm for Transparent Predictive Analytics

KDD-18     Unlearn What You Have Learned: Adaptive Crowd Teaching with Exponentially Decayed Memory Learners

KDD-18     Finding Similar Exercises in Online Education Systems     Qi Liu

KDD-18     Exploring Student Check-In Behavior for Improved Point-of-Interest Prediction

KDD-19     Exploiting Cognitive Structure for Adaptive Learning

KDD-19     MCNE: An End-to-End Framework for Learning Multiple Conditional Network Representations of Social Network

KDD-19     QuesNet: A Unified Representation for Heterogeneous Test Questions 

KDD-19     Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks

CIKM

CIKM-17     Tracking Knowledge Proficiency of Students with Educational Priors     Yuying Chen     Enhong Chen

CIKM-18    Creating Scoring Rubric from Representative Student Answers for Improved Short Answer Grading

CIKM-18    Contrasting Search as a Learning Activity with Instructor-designed Learning

VLDB

VLDB-18     Relating educational materials via extraction of their topics

SIGMOD

 

IJCAI

IJCAI-15     Cognitive modelling for predicting examinee performance

IJCAI-18     Master-Slave Curriculum Design for Reinforcement Learning

IJCAI-18     Modeling Attributes Affecting Argument Persuasiveness in Student Essays with Deep Learning Inference

IJCAI-18     Attributed Description Logics Reasoning on Knowledge Graphs

NIPS

NIPS-15    Deep Knowledge Tracing

ICDM

ICDM-18  Prerequisite-Driven Deep Knowledge Tracing

 

EAAI

EAAI-18     Investigating Active Learning for Concept Prerequisite Learning     Chen Liang

EAAI-17     Recovering Concept Prerequisite Relations from University Course Dependencies     Chen Liang

2. 教育类会议

SIGCSE

 

ICER

 

L@S

L@S-16     Structured Knowledge Tracing Models for Student Assessment on Coursera     Zhuo Wang（北大）

L@S-18     Addressing two problems in deep knowledge tracing via prediction-consistent regularization

L@S-17     Deep Knowledge Tracing On Programming Exercises. 

L@S-17     Incorporating Rich Features into Deep Knowledge Tracing

L@S-16     Structured Knowledge Tracing Models for Student Assessment on Coursera

L@S-15     Toward the Evaluation of Educational Videos using Bayesian Knowledge Tracing and Big Data

WWW

WWW-17     Dynamic Key-Value Memory Networks for Knowledge Tracing

www-17     Knowledge or Gaming?: Cognitive Modelling Based on Multiple-Attempt Response

www-17     Dynamic Key-Value Memory Networks for Knowledge Tracing

SIGITE

 

AIED

AIED-18    Sequence Based Course Recommender for Personalized Curriculum Planning

AIED-18     Validating Revised Bloom’s Taxonomy Using Deep Knowledge Tracing

AIED-18     Deep Knowledge Tracing for Free-Form Student Code Progression

AIED-18     Classifying Educational Questions Based on the Expected Characteristics of Answers

AIED-17     Minimal Meaningful Propositions Alignment in Student Response Comparisons

EDM-16      How Deep is Knowledge Tracing

EDM

EDM-18     Data-Driven Approach Towards a Personalized Curriculum     Michael Backenköhler

EDM-16     How Deep is Knowledge Tracing?
 

其他

IEEE-18     KnowEdu: A System to ConstructKnowledge Graph for Education

Knowledge-Based Systems-18     A three learning states Bayesian knowledge tracing model

LAK-16     Sequencing Educational Content in Classrooms using Bayesian Knowledge Tracing  Yossi Ben David

WSDM-15     Concept Graph Learning from Educational Data

DASFAA-18     MT-MCD: A Multi-task Cognitive Diagnosis Framework for Student Assessment

国际教学研究会议与期刊目录

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