{"adoption": {"forks": 210, "observed_at": "2026-08-28T04:04:49.553356+00:00", "stars": 1473}, "canonical_url": "https://ross.abutalabs.com/products/awesome-recsys", "card": {"archived": false, "artifact_type": "learning-resource", "description": "A curated list of awesome Recommender System (Books, Conferences, Researchers, Papers, Github Repositories, Useful Sites, Youtube Videos)", "domain": ["machine-learning", "data-science", "awesome-lists", "tutorials"], "enriched": true, "function": ["documentation", "machine-learning"], "health_score": 20, "homepage": null, "language": null, "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["jihoo-kim/awesome-RecSys"], "name": "jihoo-kim/awesome-RecSys", "platform": [], "pushed_at": "2022-02-13T08:20:57+00:00", "repo": "jihoo-kim/awesome-RecSys", "stars": 1473, "tags": ["awesome-list", "recommender-systems", "curated-list", "papers", "recsys", "web-server"], "topics": [], "urls": [], "use_cases": ["find books and papers on recommender systems", "discover RecSys conferences and researchers", "find GitHub repositories implementing recommendation algorithms", "learn recommender systems from scratch", "find youtube lectures on recommendation systems", "keep up with recommender system research"], "what_it_is": "A curated awesome-list of recommender system resources including books, conferences, researchers, papers, GitHub repositories, useful sites, and YouTube videos. It serves as a learning and reference hub for people studying recommendation systems.", "when_to_avoid": ["you need a working recommendation engine or library", "you need up-to-date coverage of recent papers (last release 2022)", "you want runnable code rather than a resource list"], "when_to_choose": ["you want a single curated index of recommender system learning materials", "you are a student or researcher entering the RecSys field", "you need pointers to papers, books, and reference implementations"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/awesome-recsys", "repo": "jihoo-kim/awesome-RecSys", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:49.553356+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:34:38.063333+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "13e2bf50966b5577ad49717c1e908fdc7f07ec0323e212b9701a8f0c9e235188", "fetched_at": "2026-08-28T04:04:49.553356+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jihoo-kim/awesome-RecSys"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:49.553356+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:34:38.063333+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "13e2bf50966b5577ad49717c1e908fdc7f07ec0323e212b9701a8f0c9e235188", "fetched_at": "2026-08-28T04:04:49.553356+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jihoo-kim/awesome-RecSys"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:34:38.063333+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "13e2bf50966b5577ad49717c1e908fdc7f07ec0323e212b9701a8f0c9e235188", "fetched_at": "2026-08-28T04:04:49.553356+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jihoo-kim/awesome-RecSys"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:49.553356+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:49.553356+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:49.553356+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:34:38.063333+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "13e2bf50966b5577ad49717c1e908fdc7f07ec0323e212b9701a8f0c9e235188", "fetched_at": "2026-08-28T04:04:49.553356+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jihoo-kim/awesome-RecSys"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:49.553356+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:49.553356+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:34:38.063333+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "13e2bf50966b5577ad49717c1e908fdc7f07ec0323e212b9701a8f0c9e235188", "fetched_at": "2026-08-28T04:04:49.553356+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jihoo-kim/awesome-RecSys"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:49.553356+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:49.553356+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:49.553356+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:34:38.063333+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "13e2bf50966b5577ad49717c1e908fdc7f07ec0323e212b9701a8f0c9e235188", "fetched_at": "2026-08-28T04:04:49.553356+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jihoo-kim/awesome-RecSys"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:49.553356+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:49.553356+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:34:38.063333+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "13e2bf50966b5577ad49717c1e908fdc7f07ec0323e212b9701a8f0c9e235188", "fetched_at": "2026-08-28T04:04:49.553356+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jihoo-kim/awesome-RecSys"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:34:38.063333+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "13e2bf50966b5577ad49717c1e908fdc7f07ec0323e212b9701a8f0c9e235188", "fetched_at": "2026-08-28T04:04:49.553356+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jihoo-kim/awesome-RecSys"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:34:38.063333+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "13e2bf50966b5577ad49717c1e908fdc7f07ec0323e212b9701a8f0c9e235188", "fetched_at": "2026-08-28T04:04:49.553356+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jihoo-kim/awesome-RecSys"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:34:38.063333+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "13e2bf50966b5577ad49717c1e908fdc7f07ec0323e212b9701a8f0c9e235188", "fetched_at": "2026-08-28T04:04:49.553356+00:00", "kind": "readme", "missing": false, "url": "https://github.com/jihoo-kim/awesome-RecSys"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2661, "days_push": 1662, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 32, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}