{"id":"https://openalex.org/W2104680606","doi":"https://doi.org/10.3217/jucs-014-16-2737","title":"Learner Course Recommendation in e-Learning Based on Swarm Intelligence","display_name":"Learner Course Recommendation in e-Learning Based on Swarm Intelligence","publication_year":2020,"publication_date":"2020-04-07","ids":{"openalex":"https://openalex.org/W2104680606","doi":"https://doi.org/10.3217/jucs-014-16-2737","mag":"2104680606"},"language":"en","primary_location":{"id":"pmh:oai:gredos.usal.es:10366/21690","is_oa":true,"landing_page_url":"http://www.jucs.org/jucs_14_16.","pdf_url":"http://hdl.handle.net/10366/21690","source":{"id":"https://openalex.org/S4377196290","display_name":"Gredos (University of Salamanca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184999862","host_organization_name":"Universidad de Salamanca","host_organization_lineage":["https://openalex.org/I184999862"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10366/21690","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Ana-Bel\u00e9n Gil","orcid":null},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ana-Bel\u00e9n Gil","raw_affiliation_strings":["[University of Salamanca]"],"affiliations":[{"raw_affiliation_string":"[University of Salamanca]","institution_ids":["https://openalex.org/I184999862"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050368394","display_name":"Francisco Jos\u00e9 Garc\u00eda\u2010Pe\u00f1alvo","orcid":"https://orcid.org/0000-0001-9987-5584"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco J. Garc\u00eda-Pe\u00f1alvo","raw_affiliation_strings":["[University of Salamanca]"],"affiliations":[{"raw_affiliation_string":"[University of Salamanca]","institution_ids":["https://openalex.org/I184999862"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I184999862"],"apc_list":null,"apc_paid":null,"fwci":0.2718,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.61925599,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9477999806404114,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9477999806404114,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13062","display_name":"Cognitive Computing and Networks","score":0.9472000002861023,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9430999755859375,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/course","display_name":"Course (navigation)","score":0.9363754987716675},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6294937133789062},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.457429975271225},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.42509379982948303},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3815600275993347},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.254921019077301},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14328345656394958},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.04921519756317139}],"concepts":[{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.9363754987716675},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6294937133789062},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.457429975271225},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.42509379982948303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3815600275993347},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.254921019077301},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14328345656394958},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.04921519756317139},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"pmh:oai:gredos.usal.es:10366/21690","is_oa":true,"landing_page_url":"http://www.jucs.org/jucs_14_16.","pdf_url":"http://hdl.handle.net/10366/21690","source":{"id":"https://openalex.org/S4377196290","display_name":"Gredos (University of Salamanca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184999862","host_organization_name":"Universidad de Salamanca","host_organization_lineage":["https://openalex.org/I184999862"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:zenodo.org:7000464","is_oa":true,"landing_page_url":"https://zenodo.org/record/7000464","pdf_url":"https://zenodo.org/record/7000464","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"JUCS - Journal of Universal Computer Science 14((16)) 2737-2755","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.487.1313","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.487.1313","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.jucs.org/jucs_14_16/learner_course_recommendation_in/jucs_14_16_2737_2755_gil.pdf","raw_type":"text"},{"id":"pmh:oai:gredos3-fe.usal.es:10366/21690","is_oa":false,"landing_page_url":"http://hdl.handle.net/10366/21690","pdf_url":null,"source":{"id":"https://openalex.org/S4377196290","display_name":"Gredos (University of Salamanca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184999862","host_organization_name":"Universidad de Salamanca","host_organization_lineage":["https://openalex.org/I184999862"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.3217/jucs-014-16-2737","is_oa":true,"landing_page_url":"https://doi.org/10.3217/jucs-014-16-2737","pdf_url":null,"source":{"id":"https://openalex.org/S4306400660","display_name":"TUGraz OPEN Library (Graz University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4092182","host_organization_name":"Graz University of Technology","host_organization_lineage":["https://openalex.org/I4092182"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:gredos.usal.es:10366/21690","is_oa":true,"landing_page_url":"http://www.jucs.org/jucs_14_16.","pdf_url":"http://hdl.handle.net/10366/21690","source":{"id":"https://openalex.org/S4377196290","display_name":"Gredos (University of Salamanca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184999862","host_organization_name":"Universidad de Salamanca","host_organization_lineage":["https://openalex.org/I184999862"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2104680606.pdf","grobid_xml":"https://content.openalex.org/works/W2104680606.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W95184617","https://openalex.org/W110496375","https://openalex.org/W251557813","https://openalex.org/W1500644178","https://openalex.org/W1512313081","https://openalex.org/W1542248016","https://openalex.org/W1554941379","https://openalex.org/W1570159982","https://openalex.org/W1573676079","https://openalex.org/W1587263632","https://openalex.org/W1623016174","https://openalex.org/W1642113732","https://openalex.org/W1699927882","https://openalex.org/W1820210521","https://openalex.org/W1996283866","https://openalex.org/W1999047234","https://openalex.org/W2051993457","https://openalex.org/W2105284042","https://openalex.org/W2107625727","https://openalex.org/W2111662240","https://openalex.org/W2124591829","https://openalex.org/W2126655463","https://openalex.org/W2127480961","https://openalex.org/W2129725726","https://openalex.org/W2153889650","https://openalex.org/W2160375412","https://openalex.org/W2770074365","https://openalex.org/W3121735670"],"related_works":["https://openalex.org/W4308079021","https://openalex.org/W1527337688","https://openalex.org/W2026486063","https://openalex.org/W2048054807","https://openalex.org/W2746377055","https://openalex.org/W4386001959","https://openalex.org/W2594296178","https://openalex.org/W4304182880","https://openalex.org/W3089846858","https://openalex.org/W2159541481"],"abstract_inverted_index":{"Abstract:":[0],"This":[1],"paper":[2],"analyses":[3],"aspects":[4],"about":[5],"the":[6,23,33,55],"recommendation":[7,57,64],"process":[8],"in":[9,20,40,67],"distributed":[10],"information":[11],"systems.":[12],"It":[13,30],"extracts":[14],"similarities":[15],"and":[16,22,37,51],"differences":[17],"between":[18],"recommendations":[19,24],"e-stores":[21],"applied":[25,59],"to":[26,47,60],"an":[27],"e-learning":[28,61],"environment.":[29],"also":[31],"explains":[32],"phenomena":[34],"of":[35],"self-organization":[36],"cooperative":[38],"emergence":[39,66],"complex":[41],"systems":[42],"coupled":[43],"with":[44],"bio-inspired":[45],"algorithms":[46],"improve":[48],"knowledge":[49],"discovery":[50],"association":[52],"rules.":[53],"Finally,":[54],"present":[56],"is":[58],"by":[62,65],"proposing":[63],"a":[68],"Multi-Agent":[69],"System":[70],"architecture.":[71]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
