{"id":19647068,"url":"https://github.com/idsia/crema-adaptive","last_synced_at":"2026-05-17T02:34:20.930Z","repository":{"id":79448565,"uuid":"311333578","full_name":"IDSIA/crema-adaptive","owner":"IDSIA","description":"Experiments on adaptive surveys using credal and bayesian networks with our CREMA library.","archived":false,"fork":false,"pushed_at":"2021-06-09T20:52:12.000Z","size":474,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-10-24T05:00:46.213Z","etag":null,"topics":["adaptive","bayesian","credal","inference","network","survey"],"latest_commit_sha":null,"homepage":"","language":"Java","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"lgpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/IDSIA.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2020-11-09T12:36:56.000Z","updated_at":"2021-07-14T08:54:07.000Z","dependencies_parsed_at":"2023-05-19T13:15:13.440Z","dependency_job_id":null,"html_url":"https://github.com/IDSIA/crema-adaptive","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/IDSIA/crema-adaptive","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IDSIA%2Fcrema-adaptive","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IDSIA%2Fcrema-adaptive/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IDSIA%2Fcrema-adaptive/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IDSIA%2Fcrema-adaptive/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/IDSIA","download_url":"https://codeload.github.com/IDSIA/crema-adaptive/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IDSIA%2Fcrema-adaptive/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33125314,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-16T18:38:32.183Z","status":"online","status_checked_at":"2026-05-17T02:00:05.366Z","response_time":107,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["adaptive","bayesian","credal","inference","network","survey"],"created_at":"2024-11-11T14:42:14.611Z","updated_at":"2026-05-17T02:34:20.882Z","avatar_url":"https://github.com/IDSIA.png","language":"Java","funding_links":[],"categories":[],"sub_categories":[],"readme":"# CREMA - Adaptive experiments\n\n### Description\nAn application of the the [CREMA](https://github.com/IDSIA/crema) Library.\n\n### Authors\n\n**Giorgia Adorni** - [GiorgiaAuroraAdorni](https://github.com/GiorgiaAuroraAdorni) - giorgia.adorni@idsia.ch  \n**Alessandro Antonucci** - [alessandroantonucci](https://github.com/alessandroantonucci) - alessandro@idsia.ch  \n**Claudio Bonesana** - [cbonesana](https://github.com/cbonesana) - claudio.bonesana@idsia.ch  \n**Francesca Mangili** - [mangilif](https://github.com/mangilif) - francesca@idsia.ch\n\n### Usage\n\nIn the file `AdaptiveTests` is contained the code to make inference using the *CREMA* libray.\n\nIn the files `BNsAdaptiveSurveyTest` and `CNsAdaptiveSurveyTest` are contained examples of usage of the library:\na survey test for a single student is created, each students will have its lists of questions, its personal test,\nand its answer sheet. At the end the skills of the students are returned.\nThe survey is performed using a Bayesian network, in the first case, while a Credal one, in the second.\n\nThe files `BNsAdaptiveSurveySimulation` and `CNsAdaptiveSurveySimulation` perform a simulation of a case study in\norder to measure the performance of the model. In fact, the only difference from the two previous \"Tests\" is that the\nanswers to the questions are sampled using the probabilities of answering correctly or not to a given question. \nThe student's real answers are used only as final validation.  \n\n### Contributing\nPull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fidsia%2Fcrema-adaptive","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fidsia%2Fcrema-adaptive","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fidsia%2Fcrema-adaptive/lists"}