{"id":"https://openalex.org/W4410190954","doi":"https://doi.org/10.1145/3723010.3723022","title":"ML based Evaluation Methodology for Learning Path Recommender Systems","display_name":"ML based Evaluation Methodology for Learning Path Recommender Systems","publication_year":2025,"publication_date":"2025-05-08","ids":{"openalex":"https://openalex.org/W4410190954","doi":"https://doi.org/10.1145/3723010.3723022"},"language":"en","primary_location":{"id":"doi:10.1145/3723010.3723022","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3723010.3723022","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th European Conference on Software Engineering Education","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092093221","display_name":"Flemming Bugert","orcid":"https://orcid.org/0009-0009-0521-2241"},"institutions":[{"id":"https://openalex.org/I120163777","display_name":"OTH Regensburg","ror":"https://ror.org/04b9vrm74","country_code":"DE","type":"education","lineage":["https://openalex.org/I120163777"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Flemming Bugert","raw_affiliation_strings":["Laboratory for Safe and Secure Software Systems, University of Applied Sciences Regensburg, Regensburg, Germany"],"raw_orcid":"https://orcid.org/0009-0009-0521-2241","affiliations":[{"raw_affiliation_string":"Laboratory for Safe and Secure Software Systems, University of Applied Sciences Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I120163777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053257730","display_name":"Vamsi Krishna Nadimpalli","orcid":"https://orcid.org/0009-0005-5418-9712"},"institutions":[{"id":"https://openalex.org/I120163777","display_name":"OTH Regensburg","ror":"https://ror.org/04b9vrm74","country_code":"DE","type":"education","lineage":["https://openalex.org/I120163777"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Vamsi Krishna Nadimpalli","raw_affiliation_strings":["OTH Regensburg, Regensburg, Germany"],"raw_orcid":"https://orcid.org/0009-0005-5418-9712","affiliations":[{"raw_affiliation_string":"OTH Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I120163777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046665827","display_name":"Dominik Bittner","orcid":"https://orcid.org/0000-0001-6583-6288"},"institutions":[{"id":"https://openalex.org/I120163777","display_name":"OTH Regensburg","ror":"https://ror.org/04b9vrm74","country_code":"DE","type":"education","lineage":["https://openalex.org/I120163777"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dominik Bittner","raw_affiliation_strings":["OTH Regensburg, Regensburg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6583-6288","affiliations":[{"raw_affiliation_string":"OTH Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I120163777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093388305","display_name":"Timur Ezer","orcid":"https://orcid.org/0009-0000-1973-9997"},"institutions":[{"id":"https://openalex.org/I120163777","display_name":"OTH Regensburg","ror":"https://ror.org/04b9vrm74","country_code":"DE","type":"education","lineage":["https://openalex.org/I120163777"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Timur Ezer","raw_affiliation_strings":["OTH Regensburg, Regensburg, Germany"],"raw_orcid":"https://orcid.org/0009-0000-1973-9997","affiliations":[{"raw_affiliation_string":"OTH Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I120163777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068591435","display_name":"Lisa Grabinger","orcid":"https://orcid.org/0000-0003-1874-6268"},"institutions":[{"id":"https://openalex.org/I120163777","display_name":"OTH Regensburg","ror":"https://ror.org/04b9vrm74","country_code":"DE","type":"education","lineage":["https://openalex.org/I120163777"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lisa Grabinger","raw_affiliation_strings":["OTH Regensburg, Regensburg, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1874-6268","affiliations":[{"raw_affiliation_string":"OTH Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I120163777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054084668","display_name":"Robert Maier","orcid":"https://orcid.org/0000-0002-4196-3263"},"institutions":[{"id":"https://openalex.org/I120163777","display_name":"OTH Regensburg","ror":"https://ror.org/04b9vrm74","country_code":"DE","type":"education","lineage":["https://openalex.org/I120163777"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robert Maier","raw_affiliation_strings":["Ostbayerische Technische Hochschule Regensburg, Regensburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4196-3263","affiliations":[{"raw_affiliation_string":"Ostbayerische Technische Hochschule Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I120163777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094127410","display_name":"Simon R\u00f6hrl","orcid":"https://orcid.org/0009-0006-0768-0485"},"institutions":[{"id":"https://openalex.org/I120163777","display_name":"OTH Regensburg","ror":"https://ror.org/04b9vrm74","country_code":"DE","type":"education","lineage":["https://openalex.org/I120163777"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Simon R\u00f6hrl","raw_affiliation_strings":["OTH Regensburg, Regensburg, Germany"],"raw_orcid":"https://orcid.org/0009-0006-0768-0485","affiliations":[{"raw_affiliation_string":"OTH Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I120163777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092093222","display_name":"Susanne Staufer","orcid":null},"institutions":[{"id":"https://openalex.org/I120163777","display_name":"OTH Regensburg","ror":"https://ror.org/04b9vrm74","country_code":"DE","type":"education","lineage":["https://openalex.org/I120163777"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Susanne Staufer","raw_affiliation_strings":["Technical University of Applied Sciences Regensburg, Regensburg, Germany"],"raw_orcid":"https://orcid.org/0009-0009-4346-8678","affiliations":[{"raw_affiliation_string":"Technical University of Applied Sciences Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I120163777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085748140","display_name":"Florian H\u00e4user","orcid":"https://orcid.org/0000-0002-2531-3295"},"institutions":[{"id":"https://openalex.org/I120163777","display_name":"OTH Regensburg","ror":"https://ror.org/04b9vrm74","country_code":"DE","type":"education","lineage":["https://openalex.org/I120163777"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Florian Hauser","raw_affiliation_strings":["OTH Regensburg, Regensburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-2531-3295","affiliations":[{"raw_affiliation_string":"OTH Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I120163777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110764231","display_name":"Juergen Mottok","orcid":"https://orcid.org/0000-0002-7727-2448"},"institutions":[{"id":"https://openalex.org/I120163777","display_name":"OTH Regensburg","ror":"https://ror.org/04b9vrm74","country_code":"DE","type":"education","lineage":["https://openalex.org/I120163777"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00fcrgen Mottok","raw_affiliation_strings":["OTH Regensburg, Eilsbrunn, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7727-2448","affiliations":[{"raw_affiliation_string":"OTH Regensburg, Eilsbrunn, Germany","institution_ids":["https://openalex.org/I120163777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I120163777"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"40","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12171","display_name":"Open Education and E-Learning","score":0.972599983215332,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8405482172966003},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7721226215362549},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5512977242469788},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44969046115875244},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4255145490169525},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09677863121032715}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8405482172966003},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7721226215362549},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5512977242469788},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44969046115875244},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4255145490169525},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09677863121032715}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3723010.3723022","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3723010.3723022","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th European Conference on Software Engineering Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W91336075","https://openalex.org/W1549517954","https://openalex.org/W1571645041","https://openalex.org/W1971040550","https://openalex.org/W1972194661","https://openalex.org/W1976033392","https://openalex.org/W1985476803","https://openalex.org/W2012903477","https://openalex.org/W2014712740","https://openalex.org/W2023893046","https://openalex.org/W2097545679","https://openalex.org/W2112749178","https://openalex.org/W2135372993","https://openalex.org/W2138216384","https://openalex.org/W2144294167","https://openalex.org/W2154821473","https://openalex.org/W2154912243","https://openalex.org/W2160582810","https://openalex.org/W2161676175","https://openalex.org/W2162111811","https://openalex.org/W2256410708","https://openalex.org/W2612690371","https://openalex.org/W2772063975","https://openalex.org/W2798294275","https://openalex.org/W2892002792","https://openalex.org/W2904143813","https://openalex.org/W3000355524","https://openalex.org/W3106346154","https://openalex.org/W3173956974","https://openalex.org/W4236609033","https://openalex.org/W4282027681","https://openalex.org/W4297614008","https://openalex.org/W4298306681","https://openalex.org/W4311126237","https://openalex.org/W4379435053","https://openalex.org/W4379435099","https://openalex.org/W4389198328","https://openalex.org/W4389198911","https://openalex.org/W4392707444","https://openalex.org/W4400410350"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
