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Item2Vec: Neural Item Embedding for Collaborative Filtering
v1v2v3 (latest)

Item2Vec: Neural Item Embedding for Collaborative Filtering

14 March 2016
Oren Barkan
Noam Koenigstein
    DML
ArXiv (abs)PDFHTML

Papers citing "Item2Vec: Neural Item Embedding for Collaborative Filtering"

50 / 131 papers shown
ImageGem: In-the-wild Generative Image Interaction Dataset for Generative Model Personalization
ImageGem: In-the-wild Generative Image Interaction Dataset for Generative Model Personalization
Yuanhe Guo
Linxi Xie
Zhuoran Chen
Kangrui Yu
Ryan Po
Guandao Yang
Gordon Wetztein
Hongyi Wen
VLM
117
1
0
21 Oct 2025
Large-scale User Game Lifecycle Representation Learning
Large-scale User Game Lifecycle Representation Learning
Yanjie Gou
Jiangming Liu
Kouying Xue
Yi Hu
OffRL
191
0
0
17 Oct 2025
FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial Datasets
FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial Datasets
Kairui Fu
Tao Zhang
Shuwen Xiao
Ziyang Wang
X. Zhang
...
Xiangheng Kong
Shengyu Zhang
Kun Kuang
Yuning Jiang
Bo Zheng
291
12
0
25 Sep 2025
Similarity-Based Supervised User Session Segmentation Method for Behavior Logs
Similarity-Based Supervised User Session Segmentation Method for Behavior Logs
Yongzhi Jin
Kazushi Okamoto
Kei Harada
Atsushi Shibata
Koki Karube
172
0
0
22 Aug 2025
Interact2Vec -- An efficient neural network-based model for simultaneously learning users and items embeddings in recommender systems
Interact2Vec -- An efficient neural network-based model for simultaneously learning users and items embeddings in recommender systemsApplied Soft Computing (ASC), 2025
Pedro R. Pires
Tiago A. Almeida
304
1
0
27 Jun 2025
MERIT: A Merchant Incentive Ranking Model for Hotel Search & RankingInternational Conference on Information and Knowledge Management (CIKM), 2023
Shigang Quan
Hailong Tan
Shui Liu
Zhenzhe Zheng
Ruihao Zhu
Liangyue Li
Quan Lu
Fan Wu
175
1
0
10 Jun 2025
Revisiting Graph Projections for Effective Complementary Product Recommendation
Revisiting Graph Projections for Effective Complementary Product Recommendation
Leandro Anghinoni
Pablo Zivic
Jorge Sanchez
235
0
0
10 Jun 2025
Bridging Conversational and Collaborative Signals for Conversational Recommendation
Bridging Conversational and Collaborative Signals for Conversational RecommendationThe Web Conference (WWW), 2024
Ahmad Bin Rabiah
Nafis Sadeq
Julian McAuley
515
3
0
09 Dec 2024
Adaptive User Journeys in Pharma E-Commerce with Reinforcement Learning:
  Insights from SwipeRx
Adaptive User Journeys in Pharma E-Commerce with Reinforcement Learning: Insights from SwipeRx
Ana Fernández del Río
Michael Brennan Leong
Paulo Saraiva
Ivan Nazarov
Aditya Rastogi
Moiz Hassan
Dexian Tang
África Periánez
OffRLOnRL
275
2
0
15 Aug 2024
Analyzing Polysemy Evolution Using Semantic Cells
Analyzing Polysemy Evolution Using Semantic Cells
Yukio Ohsawa
Dingming Xue
Kaira Sekiguchi
241
0
0
23 Jul 2024
A Comprehensive Survey on Retrieval Methods in Recommender Systems
A Comprehensive Survey on Retrieval Methods in Recommender Systems
Junjie Huang
Jizheng Chen
Jianghao Lin
J. Qin
Ziming Feng
Weinan Zhang
Yong Yu
263
30
0
11 Jul 2024
E2Vec: Feature Embedding with Temporal Information for Analyzing Student
  Actions in E-Book Systems
E2Vec: Feature Embedding with Temporal Information for Analyzing Student Actions in E-Book Systems
Yuma Miyazaki
Valdemar Švábenský
Yuta Taniguchi
Fumiya Okubo
T. Minematsu
Atsushi Shimada
182
3
0
24 May 2024
Revealing and Utilizing In-group Favoritism for Graph-based
  Collaborative Filtering
Revealing and Utilizing In-group Favoritism for Graph-based Collaborative Filtering
H. Jung
Hyunsoo Cho
Myungje Choi
Joowon Lee
Jung Ho Park
Myungjoo Kang
230
0
0
23 Apr 2024
Semantic Cells: Evolutional Process to Acquire Sense Diversity of Items
Semantic Cells: Evolutional Process to Acquire Sense Diversity of Items
Yukio Ohsawa
Dingming Xue
Kaira Sekiguchi
248
0
0
23 Apr 2024
PPM : A Pre-trained Plug-in Model for Click-through Rate Prediction
PPM : A Pre-trained Plug-in Model for Click-through Rate PredictionThe Web Conference (WWW), 2024
Yuanbo Gao
Peng Lin
Dongyue Wang
Feng Mei
Xiwei Zhao
Sulong Xu
Jinghe Hu
LRM
204
3
0
15 Mar 2024
Does Negative Sampling Matter? A Review with Insights into its Theory
  and Applications
Does Negative Sampling Matter? A Review with Insights into its Theory and Applications
Zhen Yang
Ming Ding
Tinglin Huang
Yukuo Cen
Junshuai Song
Bin Xu
Yuxiao Dong
Jie Tang
356
39
0
27 Feb 2024
TransFR: Transferable Federated Recommendation with Adapter Tuning on Pre-trained Language Models
TransFR: Transferable Federated Recommendation with Adapter Tuning on Pre-trained Language Models
Honglei Zhang
Zhiwei Li
Haoxuan Li
Xin Zhou
J. Zhang
Yidong Li
298
4
0
02 Feb 2024
Within-basket Recommendation via Neural Pattern Associator
Within-basket Recommendation via Neural Pattern Associator
Kai Luo
Tianshu Shen
Lan Yao
Ga Wu
A. Liblong
Istvan Fehervari
Ruijian An
Jawad Ahmed
Harshit Mishra
Charu Pujari
AI4TS
301
2
0
25 Jan 2024
GACE: Learning Graph-Based Cross-Page Ads Embedding For Click-Through
  Rate Prediction
GACE: Learning Graph-Based Cross-Page Ads Embedding For Click-Through Rate PredictionInternational Conference on Neural Information Processing (ICONIP), 2024
Haowen Wang
Yuliang Du
Congyun Jin
Yujiao Li
Yingbo Wang
Tao Sun
Piqi Qin
Cong Fan
GNN
237
3
0
15 Jan 2024
DistDNAS: Search Efficient Feature Interactions within 2 Hours
DistDNAS: Search Efficient Feature Interactions within 2 HoursBigData Congress [Services Society] (BSS), 2023
Tunhou Zhang
W. Wen
Igor Fedorov
Xi Liu
Buyun Zhang
...
Wen-Yen Chen
Yiping Han
Feng Yan
Hai Helen Li
Yiran Chen
425
2
0
01 Nov 2023
LightSAGE: Graph Neural Networks for Large Scale Item Retrieval in
  Shopee's Advertisement Recommendation
LightSAGE: Graph Neural Networks for Large Scale Item Retrieval in Shopee's Advertisement RecommendationACM Conference on Recommender Systems (RecSys), 2023
Dang Minh Nguyen
Chenfei Wang
Yan Shen
Yifan Zeng
GNN
259
8
0
30 Oct 2023
Learning to Explain: A Model-Agnostic Framework for Explaining Black Box
  Models
Learning to Explain: A Model-Agnostic Framework for Explaining Black Box ModelsIndustrial Conference on Data Mining (IDM), 2023
Oren Barkan
Yuval Asher
Amit Eshel
Yehonatan Elisha
Noam Koenigstein
269
9
0
25 Oct 2023
Deep Integrated Explanations
Deep Integrated ExplanationsInternational Conference on Information and Knowledge Management (CIKM), 2023
Oren Barkan
Yehonatan Elisha
Jonathan Weill
Yuval Asher
Amit Eshel
Noam Koenigstein
FAtt
456
9
0
23 Oct 2023
Item-Graph2vec: a Efficient and Effective Approach using Item
  Co-occurrence Graph Embedding for Collaborative Filtering
Item-Graph2vec: a Efficient and Effective Approach using Item Co-occurrence Graph Embedding for Collaborative Filtering
Ruilin Yuan
Leya Li
Yuanzhe Cai
AI4TS
148
0
0
22 Oct 2023
Efficient Discovery and Effective Evaluation of Visual Perceptual
  Similarity: A Benchmark and Beyond
Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and BeyondIEEE International Conference on Computer Vision (ICCV), 2023
Oren Barkan
Tal Reiss
Jonathan Weill
Ori Katz
Roy Hirsch
Itzik Malkiel
Noam Koenigstein
275
7
0
28 Aug 2023
Implicit ZCA Whitening Effects of Linear Autoencoders for Recommendation
Implicit ZCA Whitening Effects of Linear Autoencoders for Recommendation
Katsuhiko Hayashi
Kazuma Onishi
155
0
0
15 Aug 2023
Representation Learning via Variational Bayesian Networks
Representation Learning via Variational Bayesian NetworksInternational Conference on Information and Knowledge Management (CIKM), 2021
Oren Barkan
Avi Caciularu
Idan Rejwan
Ori Katz
Jonathan Weill
Itzik Malkiel
Noam Koenigstein
BDL
294
16
0
28 Jun 2023
Social World Knowledge: Modeling and Applications
Social World Knowledge: Modeling and ApplicationsPLoS ONE (PLoS ONE), 2023
Nir Lotan
Einat Minkov
243
4
0
28 Jun 2023
CCGen: Explainable Complementary Concept Generation in E-Commerce
CCGen: Explainable Complementary Concept Generation in E-Commerce
Jie Huang
Yifan Gao
Zheng Li
Jingfeng Yang
Yangqiu Song
Chao Zhang
Zining Zhu
Haoming Jiang
Kevin Chen-Chuan Chang
Bing Yin
3DVLRM
250
7
0
19 May 2023
Preference or Intent? Double Disentangled Collaborative Filtering
Preference or Intent? Double Disentangled Collaborative Filtering
Chao Wang
Hengshu Zhu
Dazhong Shen
Wei Wu
Hui Xiong
181
1
0
18 May 2023
Large Language Models are Zero-Shot Rankers for Recommender Systems
Large Language Models are Zero-Shot Rankers for Recommender SystemsEuropean Conference on Information Retrieval (ECIR), 2023
Yupeng Hou
Junjie Zhang
Zihan Lin
Hongyu Lu
Ruobing Xie
Julian McAuley
Wayne Xin Zhao
LRMALM
410
502
0
15 May 2023
Pretrained Embeddings for E-commerce Machine Learning: When it Fails and
  Why?
Pretrained Embeddings for E-commerce Machine Learning: When it Fails and Why?The Web Conference (WWW), 2023
Da Xu
Bo Yang
304
5
0
09 Apr 2023
TwERC: High Performance Ensembled Candidate Generation for Ads
  Recommendation at Twitter
TwERC: High Performance Ensembled Candidate Generation for Ads Recommendation at Twitter
Vanessa Cai
Pradeep Prabakar
Manuel Serrano Rebuelta
Lucas Rosen
Federico Monti
...
Tomo Lazovich
J. Raj
Y. Shrinivasan
Hao Li
Thomas Markovich
448
2
0
27 Feb 2023
Job recommendations: benchmarking of collaborative filtering methods for
  classifieds
Job recommendations: benchmarking of collaborative filtering methods for classifieds
Robert Kwieciñski
A. Filipowska
Tomasz Górecki
V. Dubrov
267
12
0
19 Jan 2023
Two Is Better Than One: Dual Embeddings for Complementary Product
  Recommendations
Two Is Better Than One: Dual Embeddings for Complementary Product Recommendations
Giorgi Kvernadze
P. A. Sudyanti
N. Subedi
Mohammadtaghi Hajiaghayi
273
5
0
28 Nov 2022
Influential Recommender System
Influential Recommender SystemIEEE International Conference on Data Engineering (ICDE), 2022
Haoren Zhu
Hao Ge
Xiaodong Gu
Pengfei Zhao
Lee
146
4
0
18 Nov 2022
Blurring-Sharpening Process Models for Collaborative Filtering
Blurring-Sharpening Process Models for Collaborative FilteringAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Jeongwhan Choi
Seoyoung Hong
Noseong Park
Sung-Bae Cho
251
66
0
17 Nov 2022
CASPR: Customer Activity Sequence-based Prediction and Representation
CASPR: Customer Activity Sequence-based Prediction and Representation
Pin-Jung Chen
Sahil Bhatnagar
Sagar Goyal
D. Kowalczyk
Mayank Shrivastava
AI4TS
244
0
0
16 Nov 2022
Heterogeneous Information Crossing on Graphs for Session-based
  Recommender Systems
Heterogeneous Information Crossing on Graphs for Session-based Recommender SystemsACM Transactions on the Web (TWEB), 2022
Xiaolin Zheng
Rui Wu
Zhongxuan Han
Chaochao Chen
Lin Chen
Bing Han
215
10
0
24 Oct 2022
Causal Structure Learning with Recommendation System
Causal Structure Learning with Recommendation System
Shuyuan Xu
Da Xu
Evren Körpeoglu
Sushant Kumar
Stephen D. Guo
Kannan Achan
Zelong Li
CML
244
6
0
19 Oct 2022
SA-MLP: Distilling Graph Knowledge from GNNs into Structure-Aware MLP
SA-MLP: Distilling Graph Knowledge from GNNs into Structure-Aware MLP
Jie Chen
Shouzhen Chen
Mingyuan Bai
Junbin Gao
Junping Zhang
Jian Pu
242
16
0
18 Oct 2022
Mitigating Filter Bubbles within Deep Recommender Systems
Mitigating Filter Bubbles within Deep Recommender Systems
V. Anand
Matthew Y. R. Yang
Zhanzhan Zhao
71
7
0
16 Sep 2022
Interpreting BERT-based Text Similarity via Activation and Saliency Maps
Interpreting BERT-based Text Similarity via Activation and Saliency MapsThe Web Conference (WWW), 2022
Itzik Malkiel
Dvir Ginzburg
Oren Barkan
Avi Caciularu
Jonathan Weill
Noam Koenigstein
218
26
0
13 Aug 2022
MetricBERT: Text Representation Learning via Self-Supervised Triplet
  Training
MetricBERT: Text Representation Learning via Self-Supervised Triplet TrainingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Itzik Malkiel
Dvir Ginzburg
Oren Barkan
Avi Caciularu
Yoni Weill
Noam Koenigstein
SSL
308
15
0
13 Aug 2022
LightFR: Lightweight Federated Recommendation with Privacy-preserving
  Matrix Factorization
LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization
Honglei Zhang
Fangyuan Luo
Jun Wu
Xiangnan He
Yidong Li
377
129
0
23 Jun 2022
Stock Embeddings: Learning Distributed Representations for Financial
  Assets
Stock Embeddings: Learning Distributed Representations for Financial Assets
Rian Dolphin
Barry Smyth
Ruihai Dong
AIFin
201
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14 Feb 2022
Supervised Contrastive Learning for Recommendation
Supervised Contrastive Learning for RecommendationKnowledge-Based Systems (KBS), 2022
Chun Yang
194
48
0
10 Jan 2022
Neighbor2vec: an efficient and effective method for Graph Embedding
Neighbor2vec: an efficient and effective method for Graph Embedding
Zhiming Lin
GNN
61
0
0
07 Jan 2022
Cold Item Integration in Deep Hybrid Recommenders via Tunable Stochastic
  Gates
Cold Item Integration in Deep Hybrid Recommenders via Tunable Stochastic Gates
Oren Barkan
Roy Hirsch
Ori Katz
Avi Caciularu
Jonathan Weill
Noam Koenigstein
253
10
0
12 Dec 2021
Zero-Shot Recommendation as Language Modeling
Zero-Shot Recommendation as Language Modeling
Damien Sileo
Wout Vossen
Robbe Raymaekers
LRMLMTD
136
61
0
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