{"id":13958307,"url":"https://github.com/chenchongthu/SAMN","last_synced_at":"2025-07-20T23:30:59.273Z","repository":{"id":112095190,"uuid":"171780930","full_name":"chenchongthu/SAMN","owner":"chenchongthu","description":"This is our implementation of SAMN: Social Attentional Memory Network","archived":false,"fork":false,"pushed_at":"2019-02-21T02:06:43.000Z","size":2530,"stargazers_count":47,"open_issues_count":2,"forks_count":13,"subscribers_count":2,"default_branch":"master","last_synced_at":"2024-08-09T13:18:32.316Z","etag":null,"topics":["attention-mechanism","deep-learning","recommendation","recommender-system","social","social-network"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/chenchongthu.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2019-02-21T01:52:44.000Z","updated_at":"2023-12-26T05:27:43.000Z","dependencies_parsed_at":"2023-03-21T13:06:59.828Z","dependency_job_id":null,"html_url":"https://github.com/chenchongthu/SAMN","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chenchongthu%2FSAMN","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chenchongthu%2FSAMN/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chenchongthu%2FSAMN/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chenchongthu%2FSAMN/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/chenchongthu","download_url":"https://codeload.github.com/chenchongthu/SAMN/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":226844973,"owners_count":17691137,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["attention-mechanism","deep-learning","recommendation","recommender-system","social","social-network"],"created_at":"2024-08-08T13:01:29.203Z","updated_at":"2024-11-28T01:31:40.339Z","avatar_url":"https://github.com/chenchongthu.png","language":"Python","readme":"# SAMN\n\nThis is our implementation for the paper:\n\n\n\n*Chong Chen, Min Zhang, Yiqun Liu, and Shaoping Ma. 2019. [Social Attentional Memory Network: Modeling Aspect- and Friend-level Differences in Recommendation](http://www.thuir.cn/group/~mzhang/publications/WSDM2019ChenChong.pdf) \nIn WSDM'19.*\n\n**Please cite our WSDM'19 paper if you use our codes. Thanks!**\n\n```\n@inproceedings{chen2019social,\n  title={Social Attentional Memory Network: Modeling Aspect-and Friend-Level Differences in Recommendation},\n  author={Chen, Chong and Zhang, Min and Liu, Yiqun and Ma, Shaoping},\n  booktitle={Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining},\n  pages={177--185},\n  year={2019},\n  organization={ACM}\n}\n```\n\nAuthor: Chong Chen (cstchenc@163.com)\n\n## Environments\n\n- python 2.7\n- Tensorflow (version: 1.7.0)\n- numpy\n- pandas\n\n\n## Example to run the codes\t\t\n\n\nTrain and evaluate the model:\n\n```\npython SAMN.py\n```\n\n\nLast Update Date: February 21, 2019\n","funding_links":[],"categories":["其他_推荐系统"],"sub_categories":["网络服务_其他"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchenchongthu%2FSAMN","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fchenchongthu%2FSAMN","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchenchongthu%2FSAMN/lists"}