{"id":"https://openalex.org/W2208068095","doi":"https://doi.org/10.1007/978-3-319-19773-9_117","title":"Student Performance Estimation Based on Topic Models Considering a Range of Lessons","display_name":"Student Performance Estimation Based on Topic Models Considering a Range of Lessons","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2208068095","doi":"https://doi.org/10.1007/978-3-319-19773-9_117","mag":"2208068095"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-19773-9_117","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-19773-9_117","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"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/A5050092213","display_name":"Shaymaa E. Sorour","orcid":"https://orcid.org/0000-0003-0805-2705"},"institutions":[{"id":"https://openalex.org/I130309236","display_name":"Kafrelsheikh University","ror":"https://ror.org/04a97mm30","country_code":"EG","type":"education","lineage":["https://openalex.org/I130309236"]},{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["EG","JP"],"is_corresponding":true,"raw_author_name":"Shaymaa E. Sorour","raw_affiliation_strings":["Kafr Elsheik University, Kafr Elsheikh, 33516, Egypt","Kyushu University, Motooka, Fukuoka, 819-0395, Japan","Kafr Elsheik University, Kafr Elsheikh, Egypt","Kyushu University, Motooka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kafr Elsheik University, Kafr Elsheikh, 33516, Egypt","institution_ids":["https://openalex.org/I130309236"]},{"raw_affiliation_string":"Kyushu University, Motooka, Fukuoka, 819-0395, Japan","institution_ids":["https://openalex.org/I135598925"]},{"raw_affiliation_string":"Kafr Elsheik University, Kafr Elsheikh, Egypt","institution_ids":["https://openalex.org/I130309236"]},{"raw_affiliation_string":"Kyushu University, Motooka, Japan","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010105596","display_name":"Kazumasa Goda","orcid":null},"institutions":[{"id":"https://openalex.org/I118768305","display_name":"Kyushu Institute of Information Sciences","ror":"https://ror.org/01pt4x202","country_code":"JP","type":"education","lineage":["https://openalex.org/I118768305"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazumasa Goda","raw_affiliation_strings":["Kyushu Institute of Information Science, Dazaifu, Fukuoka, 818-0117, Japan","Kyushu Institute of Information Science, Dazaifu, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyushu Institute of Information Science, Dazaifu, Fukuoka, 818-0117, Japan","institution_ids":["https://openalex.org/I118768305"]},{"raw_affiliation_string":"Kyushu Institute of Information Science, Dazaifu, Japan","institution_ids":["https://openalex.org/I118768305"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001584274","display_name":"Tsunenori Mine","orcid":"https://orcid.org/0000-0002-7462-8074"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tsunenori Mine","raw_affiliation_strings":["Kyushu University, Motooka, Fukuoka, 819-0395, Japan","Kyushu University, Motooka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyushu University, Motooka, Fukuoka, 819-0395, Japan","institution_ids":["https://openalex.org/I135598925"]},{"raw_affiliation_string":"Kyushu University, Motooka, Japan","institution_ids":["https://openalex.org/I135598925"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050092213"],"corresponding_institution_ids":["https://openalex.org/I130309236","https://openalex.org/I135598925"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2391,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.51643575,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"790","last_page":"793"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9983999729156494,"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":0.9983999729156494,"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":0.9970999956130981,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9354000091552734,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.8579949140548706},{"id":"https://openalex.org/keywords/probabilistic-latent-semantic-analysis","display_name":"Probabilistic latent semantic analysis","score":0.8514829874038696},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8134167790412903},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.631544828414917},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5938577055931091},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5864048600196838},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.5668396949768066},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5444238781929016},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49773624539375305},{"id":"https://openalex.org/keywords/latent-semantic-analysis","display_name":"Latent semantic analysis","score":0.4946229159832001},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4207048714160919},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3766961097717285}],"concepts":[{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.8579949140548706},{"id":"https://openalex.org/C112933361","wikidata":"https://www.wikidata.org/wiki/Q2845258","display_name":"Probabilistic latent semantic analysis","level":2,"score":0.8514829874038696},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8134167790412903},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.631544828414917},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5938577055931091},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5864048600196838},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.5668396949768066},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5444238781929016},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49773624539375305},{"id":"https://openalex.org/C170133592","wikidata":"https://www.wikidata.org/wiki/Q1806883","display_name":"Latent semantic analysis","level":2,"score":0.4946229159832001},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4207048714160919},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3766961097717285},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-19773-9_117","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-19773-9_117","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W24367557","https://openalex.org/W1880262756","https://openalex.org/W2001082470","https://openalex.org/W2134731454"],"related_works":["https://openalex.org/W1551384396","https://openalex.org/W2251863249","https://openalex.org/W4291700620","https://openalex.org/W2132052677","https://openalex.org/W2921491680","https://openalex.org/W3159709618","https://openalex.org/W2110027950","https://openalex.org/W3046324450","https://openalex.org/W2995939990","https://openalex.org/W4214866631"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
