{"id":13958301,"url":"https://github.com/LeeeeoLiu/ESRM-KG","last_synced_at":"2025-07-20T23:31:01.336Z","repository":{"id":40966562,"uuid":"234731774","full_name":"LeeeeoLiu/ESRM-KG","owner":"LeeeeoLiu","description":null,"archived":false,"fork":false,"pushed_at":"2022-12-08T03:05:13.000Z","size":130,"stargazers_count":15,"open_issues_count":8,"forks_count":5,"subscribers_count":2,"default_branch":"master","last_synced_at":"2024-11-28T01:34:31.003Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/LeeeeoLiu.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}},"created_at":"2020-01-18T12:31:14.000Z","updated_at":"2021-12-17T13:57:56.000Z","dependencies_parsed_at":"2023-01-24T07:15:40.540Z","dependency_job_id":null,"html_url":"https://github.com/LeeeeoLiu/ESRM-KG","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/LeeeeoLiu/ESRM-KG","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LeeeeoLiu%2FESRM-KG","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LeeeeoLiu%2FESRM-KG/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LeeeeoLiu%2FESRM-KG/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LeeeeoLiu%2FESRM-KG/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/LeeeeoLiu","download_url":"https://codeload.github.com/LeeeeoLiu/ESRM-KG/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LeeeeoLiu%2FESRM-KG/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266214682,"owners_count":23893936,"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":[],"created_at":"2024-08-08T13:01:29.080Z","updated_at":"2025-07-20T23:31:00.949Z","avatar_url":"https://github.com/LeeeeoLiu.png","language":"Python","funding_links":[],"categories":["其他_推荐系统"],"sub_categories":["网络服务_其他"],"readme":"# ESRM-KG\n\nThis implementation of ***Keywords Generation improves E-commerce Session-based Recommendation*** based on a fork of OpenNMT.\n\n# Dataset \n\n## Description\n\nEach click contains the session id, item id, and item title (separated by \\t) :\n\n\u003e session_id**\\t**item_sku_id**\\t**item_title\n\nEach session contains several clicks (separated by ||):\n\n\u003e Click**||**Click**||**Click\n\n\n\n\n## Examples\n\nExample of src file:\n```\n0\t1167\tvivo Z1 新 一代 全面 屏 AI 双 摄 手机 4GB + 64GB 炫慕 红移动 联通 电信 全 网通 4G 手机 双 卡 双待||0\t1206\tvivo Y83 刘海 全面 屏 4GB + 64GB 极 夜 黑 移动 联通 电信 4G 手机 双 卡 双待||0\t1232\tvivo Z1 新 一代 全面 屏 AI 双 摄 手机 4GB + 64GB 宝石 蓝 移动 联通 电信 全 网通 4G 手机 双 卡 双待||0\t831\t荣耀 畅 玩 7X 4GB + 32GB 全 网通 4G 全面 屏 手机 标配 版 铂 光金||0\t1265\tvivo Z1 新 一代 全面 屏 AI 双 摄 手机 4GB + 64GB 瓷釉 蓝移动 联通 电信 全 网通 4G 手机 双 卡 双待||0\t1195\t荣耀 9i 4GB + 64GB 魅 海蓝 移动 联通 电信 4G 全面 屏 手机 双 卡 双待\n```\n\nExample of tgt file:\n```\n0\t1025\t华为 HUAWEI nova 3e 全面 屏 2400万 前 置 摄像 4GB + 64GB 幻夜 黑全网 通版 移动 联通 电信 4G 手机 双 卡 双待\n```\n\n\n\n## Data Access\n\nSigned the following copyright announcement with your name and organization. Then complete the form online(https://forms.gle/9tNuMgRQLpXyARqk8) and mail to yxliu#ir.hit.edu.cn ('#'-\u003e'@'), we will send you the corpus by e-mail when approved.\n\n\n\n## Copyright\n\nThe original copyright of all the conversations belongs to the source owner.\n\nThe copyright of annotation belongs to our group, and they are free to the public.\n\nThe dataset is only for research purposes. Without permission, it may not be used for any commercial purposes and distributed to others.\n\n\n\n# Code\n\n\n```python\n# python 3.6\npip install -r requirements.txt\n\n# preprocess data\npython3 preprocess.py\n\n# train\npython3 train.py\n\n# translate\npython3 translate.py -model path/to/saved/checkpoint/models\n```\n\n# Citation\nWe appreciate your citation if you find our dataset is beneficial.\n\n```\n@inproceedings{10.1145/3366423.3380232,\nauthor = {Liu, Yuanxing and Ren, Zhaochun and Zhang, Wei-Nan and Che, Wanxiang and Liu, Ting and Yin, Dawei},\ntitle = {Keywords Generation Improves E-Commerce Session-Based Recommendation},\nyear = {2020},\nisbn = {9781450370233},\npublisher = {Association for Computing Machinery},\naddress = {New York, NY, USA},\nurl = {https://doi.org/10.1145/3366423.3380232},\ndoi = {10.1145/3366423.3380232},\nbooktitle = {Proceedings of The Web Conference 2020},\npages = {1604–1614},\nnumpages = {11},\nkeywords = {transformer network, Session-based recommendation, keywords generation},\nlocation = {Taipei, Taiwan},\nseries = {WWW ’20}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FLeeeeoLiu%2FESRM-KG","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FLeeeeoLiu%2FESRM-KG","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FLeeeeoLiu%2FESRM-KG/lists"}