{"id":"https://openalex.org/W3045794391","doi":"https://doi.org/10.1007/978-3-030-52538-5_10","title":"Lessons Clustering Using Topics Inferred by Unsupervised Modeling from Textbooks","display_name":"Lessons Clustering Using Topics Inferred by Unsupervised Modeling from Textbooks","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3045794391","doi":"https://doi.org/10.1007/978-3-030-52538-5_10","mag":"3045794391"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-52538-5_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-52538-5_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repositorio.uchile.cl/handle/2250/190785","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086648506","display_name":"Mat\u00edas Altamirano","orcid":"https://orcid.org/0000-0002-4290-4388"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"Mat\u00edas Altamirano","raw_affiliation_strings":["Center for Advanced Research in Education, Institute of Education, Universidad de Chile, Periodista Jos\u00e9 Carrasco Tapia 75, Santiago, Chile"],"affiliations":[{"raw_affiliation_string":"Center for Advanced Research in Education, Institute of Education, Universidad de Chile, Periodista Jos\u00e9 Carrasco Tapia 75, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035579187","display_name":"Abelino Jim\u00e9nez","orcid":"https://orcid.org/0000-0002-7041-284X"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Abelino Jim\u00e9nez","raw_affiliation_strings":["Center for Advanced Research in Education, Institute of Education, Universidad de Chile, Periodista Jos\u00e9 Carrasco Tapia 75, Santiago, Chile"],"affiliations":[{"raw_affiliation_string":"Center for Advanced Research in Education, Institute of Education, Universidad de Chile, Periodista Jos\u00e9 Carrasco Tapia 75, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015301115","display_name":"Roberto Araya","orcid":"https://orcid.org/0000-0003-2598-8994"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Roberto Araya","raw_affiliation_strings":["Center for Advanced Research in Education, Institute of Education, Universidad de Chile, Periodista Jos\u00e9 Carrasco Tapia 75, Santiago, Chile"],"affiliations":[{"raw_affiliation_string":"Center for Advanced Research in Education, Institute of Education, Universidad de Chile, Periodista Jos\u00e9 Carrasco Tapia 75, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5086648506"],"corresponding_institution_ids":["https://openalex.org/I69737025"],"apc_list":null,"apc_paid":null,"fwci":1.1441,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.78419811,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"85","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9905999898910522,"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/cluster-analysis","display_name":"Cluster analysis","score":0.7690212726593018},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7630864381790161},{"id":"https://openalex.org/keywords/dynamic-time-warping","display_name":"Dynamic time warping","score":0.7529523372650146},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6255714893341064},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.5751860737800598},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5444383025169373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4594593346118927},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32071369886398315}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7690212726593018},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7630864381790161},{"id":"https://openalex.org/C88516994","wikidata":"https://www.wikidata.org/wiki/Q1268863","display_name":"Dynamic time warping","level":2,"score":0.7529523372650146},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6255714893341064},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.5751860737800598},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5444383025169373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4594593346118927},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32071369886398315},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-52538-5_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-52538-5_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},{"id":"pmh:oai:repositorio.uchile.cl:2250/190785","is_oa":true,"landing_page_url":"https://repositorio.uchile.cl/handle/2250/190785","pdf_url":null,"source":{"id":"https://openalex.org/S4306481413","display_name":"Universidad de Chile","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"Art\u00edculo de revista"}],"best_oa_location":{"id":"pmh:oai:repositorio.uchile.cl:2250/190785","is_oa":true,"landing_page_url":"https://repositorio.uchile.cl/handle/2250/190785","pdf_url":null,"source":{"id":"https://openalex.org/S4306481413","display_name":"Universidad de Chile","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"Art\u00edculo de revista"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8600000143051147,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W168564468","https://openalex.org/W570578782","https://openalex.org/W1880262756","https://openalex.org/W2006444123","https://openalex.org/W2052110658","https://openalex.org/W2108183197","https://openalex.org/W2124265288","https://openalex.org/W2143933046","https://openalex.org/W2145473225","https://openalex.org/W2169966222","https://openalex.org/W2592667291","https://openalex.org/W2737946880","https://openalex.org/W2752142537","https://openalex.org/W2775105814","https://openalex.org/W2889075314","https://openalex.org/W3128445388","https://openalex.org/W3199752309"],"related_works":["https://openalex.org/W4321844043","https://openalex.org/W3196155444","https://openalex.org/W328659180","https://openalex.org/W3210156800","https://openalex.org/W3106337462","https://openalex.org/W4297883248","https://openalex.org/W3209574120","https://openalex.org/W4255830763","https://openalex.org/W4205476260","https://openalex.org/W4286799911"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}