user-modeling

There are 1 repository under user-modeling topic.

alimamarankgroup / HPMN
Lifelong sequential modeling for user response prediction. A comprehensive evaluation framework for our SIGIR 2019 paper.
ctr-prediction memory-network user-modeling user-response-prediction
Language:Python 101
TamSiuhin / LLM-UM-Reading
A list of large language models for user modeling (LLM-UM) papers.
large-language-models llm personalization user-modeling suspicious-detection
63
sb-ai-lab / Sim4Rec
Simulator for training and evaluation of Recommender Systems
evaluation-framework recommendation recommender-system rl-training synthetic-data user-modeling
Language:Jupyter Notebook 44
exciteometer
luisqtr / exciteometer
The Excite-O-Meter is a user-friendly Unity plugin for XR creators to integrate physiological user information in the development and evaluation of XR content. Specifically, it allows to record, analyze, and visualize validated metrics of heart activity from the chest strap sensor Polar H10 and movement trajectories from VR headsets.
unity signal-processing user-modeling virtual-reality movement-analytics heart-rate-variability
Language:C# 41
fajieyuan / cross-domain-recommendation
cross-domain recommendation，transfer learning，pre-training，self-supervise learning papers and datasets
cold-start recommender-system cross-domain transfer user-profile user-modeling pre-trained-model pre-training multi-domain-recommendation transferable-recommendation cold-start-recommendation cross-platform-recommendation
39
lisk123 / UCCR
User-Centric Conversational Recommendation with Multi-Aspect User Modeling (UCCR)
sigir2022 conversational-recommender-system user-modeling
Language:Python 35
fajieyuan / universal_user_representation
papers of universal user representation learning for recommendation
user-representation pre-training transfer transfer-learning lifelong-learning user-modeling user-profiling item-recommendation recommender-system continual-learning catastrophic-forgetting pruning trimming general-purpose representation-learning cold-start transformer bert cross-domain-recommendation multi-domain-recommendation
20
YuanchenBei / Awesome-Cold-Start-Recommendation
A curated list of papers on cold-start recommendations.
cold-start recommendation cold-start-problem user-modeling collaborative-filtering ctr-prediction recommender-system
19
areinhardt / antgen
AMBAL-based NILM Trace generator
nilm synthetic-data user-modeling activity-models appliance-level-consumption appliance-models
Language:Python 18
fajieyuan / recommendation_transfer_learning_pretraining
Pre-training and Transfer learning papers for recommendation
transfer-learning pretrained-models user-representation user-profiles user-modeling user-models cross-domain-recommendation cold-start transformer bert-model nextitnet self-supervised-learning universal universal-representation lifelong lifelong-learning lifelong-machine-learning lifelong-lear transformers bert
18
QinHsiu / ICSRec
[WSDM 2024 Oral] This is our Pytorch implementation for the paper: "Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation".
contrastive-learning recommendation-system sequential-recommendation user-modeling
Language:Python 18
qinjr / SCoRe
SCoRe is a sequential recommendation model with dual side neighbor-based collaborative filtering. Implementation of our WSDM 2020 paper.
sequential-recommendation collaborative-filtering deep-learning user-modeling
Language:Python 17
fajieyuan / recommendation_dataset_pretraining
DataSets links for recommender systems research, in particular for transfer learning, user representation, pre-training,lifelong learning, cold start recommendation
recommendation-system users datasets transfer-learning pretraining cold-start cross-domain lifelong lifelong-machine-learning multi-task-learning user-profiling user-modeling sequential-recommendation session-based-recommendation-system top-n-recommendations
15
tsinghua-fib-lab / Activity-Simulation-SAND
The official PyTorch implementation of "Learning to Simulate Daily Activities via Modeling Dynamic Human Needs" (WWW'23)
gail neural-ode activity-simulation maslow-need-theory daily-activities user-behavioral-sequences user-modeling
Language:Python 13
tangxianfeng / FATE
Implementation of "Knowing your FATE: Friendship, Action and Temporal Explanations for User Engagement Prediction on Social Apps"
explainable-ml user-modeling user-engagement engagement-prediction deep-neural-networks
Language:Python 11
fajieyuan / pretrain_recommend_transfer
迁移学习，预训练，表征学习，跨域推荐，冷启动，用户画像
transfer-learning pretraining finetune cold-start recommender-system recommendation user-modeling self-supervised-learning sequential-recommendation lifelong-learning lifelong-machine-learning user-representation
8
xuanyuan14 / Reformulation-Aware-Metrics
Our CIKM21 Paper "Incorporating Query Reformulating Behavior into Web Search Evaluation"
information-retrieval evaluation-metrics reformulation user-behavior-analytics user-modeling query-reformulation
Language:Python 8
sisaman / CRMP
Predicting Anchor Links between Heterogeneous Social Networks (ASONAM 2016)
social-network-analysis multilayer-networks heterogeneous-network user-modeling link-prediction
Language:Python 6
fajieyuan / lifelong_learning_user_representation
learning universal user representation with lifelong learning mechanism for recommender systems
universal-representation recommendation user-representation user user-modeling user-profiles transfer-learning lifelong-machine-learning continual-learning pre-training finetune recommender-system lifelong lifelong-learning
4
rbroc / contrastive-user-encoders
Code for: Rocca, R., & Yarkoni, T. (2022), Language models as user encoders: Self-supervised learning of user encodings using transformers, to appear in Findings of the Association for Computational Linguistics: EMNLP 2022
nlp transformers user-modeling contrastive-learning python tensorflow
Language:Jupyter Notebook 2
AlbMLpy / DynamicCF
Dynamic Collaborative Filtering powered by Matrix and Tensor Integrators
collaborative-filtering recommendation-engine user-modeling
Language:Python 1
emaadmanzoor / rush
Temporal point process models for time-limited coupon prediction (KDD 2017).
point-processes user-modeling prediction temporal-models
Language:Jupyter Notebook 1
erasmopurif / towards-human-centered-fairness-analysis
Repository of the paper "Towards a Human-Centred Fairness Analysis: From Binary to Multiclass and Multigroup Assessment in Graph Neural Network-Based Models for User Profiling Tasks"
fairness fairness-ml graph-neural-networks user-profiling bias human-centered-ai user-modeling
Language:Python 1
happystep / HPC_Analytics
Python and Neo4J used to create a property graph database for ML algorithms - MS Thesis
hpc reinforcement-learning artificial-intelligence machine-learning predictive-analytics user-modeling decision-support
Language:Python 1
ilovemyminutes / UserBERT
UserBERT PyTorch implementation
contrastive-learning e-commerce recommender-system self-supervised-learning user-modeling
Language:Python 1
linxiagong / OptMatch
【KDD'20】OptMatch: Optimized Matchmaking via Modeling the High-Order Interactions on the Arena
matchmaking user-modeling
1
lucapantea / research-project
Bachelor Thesis on Dynamic User Preferences in Recommendation Systems using Deep Reinforcement Learning
reinforcement-learning-environments tudelft-cse-research-project user-modeling
Language:Python 1
ai-theComputerGuy / TheComputerGuy
Design and Development of an Expert System that recommends computers exploiting User Modeling question-driven technique.
artificial-intelligence expert-system user-modeling knowledge-based inference-engine
Language:CLIPS 0
arian-askari / anonymous-comment
On Anonymous Commenting: A Greedy Approach to Balance Utilization and Anonymity for Instagram Users - Accepted at SIGIR 2019
insta instagram stylometry author author-detection character-level privacy user-modeling authorization hand-written-recognition digital-hand-written-recognition
Language:Python 0
fuxiAIlab / fuxi-match
【Group Page】Optimal Game Matchmaking（OGM）R&D in Fuxi AI Lab
game-matchmaking matchmaking user-modeling
0
ilovemyminutes / LURM
Empowering General-purpose User Representation with Full-life Cycle Behavior Modeling
alibaba python pytorch user-modeling
ACMSIGCHI_UMCIT2019
kennedyCzar / ACMSIGCHI_UMCIT2019
User Modeling and Personalization in Urban Computing
acm acm-sigchi user-modeling urban-computing
Language:Jupyter Notebook
klemenjak / antgen
The AMBAL-based NILM Trace generator (for NILMTK)
nilm nilm-algorithms nilmtk energy-disaggregation synthetic-data user-modeling user-models appliance-models
Language:Python
wilcoln / ml-for-um
My work on Machine Learning for User Modeling
machine-learning user-modeling research state-of-the-art
Language:TeX

user-modeling

alimamarankgroup / HPMN

TamSiuhin / LLM-UM-Reading

sb-ai-lab / Sim4Rec

luisqtr / exciteometer

fajieyuan / cross-domain-recommendation

lisk123 / UCCR

fajieyuan / universal_user_representation

YuanchenBei / Awesome-Cold-Start-Recommendation

areinhardt / antgen

fajieyuan / recommendation_transfer_learning_pretraining

QinHsiu / ICSRec

qinjr / SCoRe

fajieyuan / recommendation_dataset_pretraining

tsinghua-fib-lab / Activity-Simulation-SAND

tangxianfeng / FATE

fajieyuan / pretrain_recommend_transfer

xuanyuan14 / Reformulation-Aware-Metrics

sisaman / CRMP

fajieyuan / lifelong_learning_user_representation

rbroc / contrastive-user-encoders

AlbMLpy / DynamicCF

emaadmanzoor / rush

erasmopurif / towards-human-centered-fairness-analysis

happystep / HPC_Analytics

ilovemyminutes / UserBERT

linxiagong / OptMatch

lucapantea / research-project

ai-theComputerGuy / TheComputerGuy

arian-askari / anonymous-comment

fuxiAIlab / fuxi-match

ilovemyminutes / LURM

kennedyCzar / ACMSIGCHI_UMCIT2019

klemenjak / antgen

wilcoln / ml-for-um