{"id":"https://openalex.org/W4312565213","doi":"https://doi.org/10.1007/978-3-031-22324-2_15","title":"Classification Model Based on Chatbot and Unsupervised Algorithms to Determine Psychological Intervention Programs in Peruvian University Students","display_name":"Classification Model Based on Chatbot and Unsupervised Algorithms to Determine Psychological Intervention Programs in Peruvian University Students","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312565213","doi":"https://doi.org/10.1007/978-3-031-22324-2_15"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-22324-2_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-22324-2_15","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"},"type":"book-chapter","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/A5006541381","display_name":"Baldwin Huam\u00e1n","orcid":"https://orcid.org/0000-0002-2793-5311"},"institutions":[{"id":"https://openalex.org/I4210140760","display_name":"Peruvian Union University","ror":"https://ror.org/042gckq23","country_code":"PE","type":"education","lineage":["https://openalex.org/I4210140760"]}],"countries":["PE"],"is_corresponding":true,"raw_author_name":"Baldwin Huam\u00e1n","raw_affiliation_strings":["Escuela de posgrado, Unidad de Posgrado de Ingenier\u00eda y Arquitectura, Universidad Peruana Uni\u00f3n, Lima, Per\u00fa"],"affiliations":[{"raw_affiliation_string":"Escuela de posgrado, Unidad de Posgrado de Ingenier\u00eda y Arquitectura, Universidad Peruana Uni\u00f3n, Lima, Per\u00fa","institution_ids":["https://openalex.org/I4210140760"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072100228","display_name":"Roel Dante G\u00f3mez Apaza","orcid":"https://orcid.org/0000-0002-3921-7317"},"institutions":[{"id":"https://openalex.org/I4210140760","display_name":"Peruvian Union University","ror":"https://ror.org/042gckq23","country_code":"PE","type":"education","lineage":["https://openalex.org/I4210140760"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Dante G\u00f3mez","raw_affiliation_strings":["Escuela de posgrado, Unidad de Posgrado de Ingenier\u00eda y Arquitectura, Universidad Peruana Uni\u00f3n, Lima, Per\u00fa"],"affiliations":[{"raw_affiliation_string":"Escuela de posgrado, Unidad de Posgrado de Ingenier\u00eda y Arquitectura, Universidad Peruana Uni\u00f3n, Lima, Per\u00fa","institution_ids":["https://openalex.org/I4210140760"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067392842","display_name":"Danny L\u00e9vano Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-1783-1105"},"institutions":[{"id":"https://openalex.org/I4210140760","display_name":"Peruvian Union University","ror":"https://ror.org/042gckq23","country_code":"PE","type":"education","lineage":["https://openalex.org/I4210140760"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Danny L\u00e9vano","raw_affiliation_strings":["Escuela de posgrado, Unidad de Posgrado de Ingenier\u00eda y Arquitectura, Universidad Peruana Uni\u00f3n, Lima, Per\u00fa"],"affiliations":[{"raw_affiliation_string":"Escuela de posgrado, Unidad de Posgrado de Ingenier\u00eda y Arquitectura, Universidad Peruana Uni\u00f3n, Lima, Per\u00fa","institution_ids":["https://openalex.org/I4210140760"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020331130","display_name":"Miguel Angel Valles-Coral","orcid":"https://orcid.org/0000-0002-8806-2892"},"institutions":[{"id":"https://openalex.org/I4210127410","display_name":"Universidad Nacional de San Mart\u00edn","ror":"https://ror.org/02h7fsz12","country_code":"PE","type":"education","lineage":["https://openalex.org/I4210127410"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Miguel Valles-Coral","raw_affiliation_strings":["Facultad de Ingenier\u00eda de Sistemas e Inform\u00e1tica, Universidad Nacional de San Mart\u00edn, Tarapoto, Per\u00fa"],"affiliations":[{"raw_affiliation_string":"Facultad de Ingenier\u00eda de Sistemas e Inform\u00e1tica, Universidad Nacional de San Mart\u00edn, Tarapoto, Per\u00fa","institution_ids":["https://openalex.org/I4210127410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006789218","display_name":"Jorge Ra\u00fal Navarro-Cabrera","orcid":"https://orcid.org/0000-0002-7369-4459"},"institutions":[{"id":"https://openalex.org/I4210127410","display_name":"Universidad Nacional de San Mart\u00edn","ror":"https://ror.org/02h7fsz12","country_code":"PE","type":"education","lineage":["https://openalex.org/I4210127410"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Jorge Raul Navarro-Cabrera","raw_affiliation_strings":["Facultad de Ingenier\u00eda de Sistemas e Inform\u00e1tica, Universidad Nacional de San Mart\u00edn, Tarapoto, Per\u00fa"],"affiliations":[{"raw_affiliation_string":"Facultad de Ingenier\u00eda de Sistemas e Inform\u00e1tica, Universidad Nacional de San Mart\u00edn, Tarapoto, Per\u00fa","institution_ids":["https://openalex.org/I4210127410"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037922686","display_name":"Lloy Pinedo","orcid":"https://orcid.org/0000-0002-5569-8739"},"institutions":[{"id":"https://openalex.org/I4210127410","display_name":"Universidad Nacional de San Mart\u00edn","ror":"https://ror.org/02h7fsz12","country_code":"PE","type":"education","lineage":["https://openalex.org/I4210127410"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Lloy Pinedo","raw_affiliation_strings":["Facultad de Ingenier\u00eda de Sistemas e Inform\u00e1tica, Universidad Nacional de San Mart\u00edn, Tarapoto, Per\u00fa"],"affiliations":[{"raw_affiliation_string":"Facultad de Ingenier\u00eda de Sistemas e Inform\u00e1tica, Universidad Nacional de San Mart\u00edn, Tarapoto, Per\u00fa","institution_ids":["https://openalex.org/I4210127410"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5006541381"],"corresponding_institution_ids":["https://openalex.org/I4210140760"],"apc_list":null,"apc_paid":null,"fwci":0.5895,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.73718648,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"191","last_page":"203"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14100","display_name":"Scientific Research and Technology","score":0.9980000257492065,"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/T14100","display_name":"Scientific Research and Technology","score":0.9980000257492065,"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/T12395","display_name":"Educational Innovations and Technology","score":0.9872000217437744,"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9868000149726868,"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/chatbot","display_name":"Chatbot","score":0.771071195602417},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.5670719146728516},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5642609596252441},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4979417324066162},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.4791395366191864},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.47846388816833496},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.44451698660850525},{"id":"https://openalex.org/keywords/descriptive-statistics","display_name":"Descriptive statistics","score":0.43474602699279785},{"id":"https://openalex.org/keywords/test-data","display_name":"Test data","score":0.41527071595191956},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4018576741218567},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.39584237337112427},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37403011322021484},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3688480854034424},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14575979113578796},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1253660023212433},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11711329221725464}],"concepts":[{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.771071195602417},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5670719146728516},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5642609596252441},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4979417324066162},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.4791395366191864},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.47846388816833496},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.44451698660850525},{"id":"https://openalex.org/C39896193","wikidata":"https://www.wikidata.org/wiki/Q380344","display_name":"Descriptive statistics","level":2,"score":0.43474602699279785},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.41527071595191956},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4018576741218567},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.39584237337112427},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37403011322021484},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3688480854034424},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14575979113578796},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1253660023212433},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11711329221725464},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-22324-2_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-22324-2_15","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2615085183","https://openalex.org/W2742631515","https://openalex.org/W2783810851","https://openalex.org/W2793439958","https://openalex.org/W2802772536","https://openalex.org/W2809162769","https://openalex.org/W2884299997","https://openalex.org/W2889873692","https://openalex.org/W2900204310","https://openalex.org/W2902756944","https://openalex.org/W2919301153","https://openalex.org/W2937238802","https://openalex.org/W2949488362","https://openalex.org/W2955928999","https://openalex.org/W2964993196","https://openalex.org/W2971455662","https://openalex.org/W2979990909","https://openalex.org/W2979993752","https://openalex.org/W2980474366","https://openalex.org/W2994659735","https://openalex.org/W3000279467","https://openalex.org/W3008266303","https://openalex.org/W3011197495","https://openalex.org/W3015756506","https://openalex.org/W3028899701","https://openalex.org/W3045681936","https://openalex.org/W3092639874","https://openalex.org/W3111505420","https://openalex.org/W3128759261","https://openalex.org/W3136803933","https://openalex.org/W3188338102","https://openalex.org/W3196277290","https://openalex.org/W3215135383","https://openalex.org/W3217479023","https://openalex.org/W4200062748","https://openalex.org/W4200500378","https://openalex.org/W4205597211","https://openalex.org/W4250988393"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W3204793433","https://openalex.org/W4286629047","https://openalex.org/W4306321456","https://openalex.org/W1995161368","https://openalex.org/W3100220443"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
