{"id":"https://openalex.org/W2901695304","doi":"https://doi.org/10.1007/978-3-030-04224-0_30","title":"Intelligent Educational Data Analysis with Gaussian Processes","display_name":"Intelligent Educational Data Analysis with Gaussian Processes","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2901695304","doi":"https://doi.org/10.1007/978-3-030-04224-0_30","mag":"2901695304"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-04224-0_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-04224-0_30","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":"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/A5049119703","display_name":"Jiachun Wang","orcid":"https://orcid.org/0000-0003-1530-6865"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiachun Wang","raw_affiliation_strings":["Department of Computer Science and Technology, East China Normal University, 3663 Zhongshan Road, Shanghai, 200241, People\u2019s Republic of China","Department of Computer Science and Technology, East China Normal University, 3663 Zhongshan Road, Shanghai, 200241, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, East China Normal University, 3663 Zhongshan Road, Shanghai, 200241, People\u2019s Republic of China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"Department of Computer Science and Technology, East China Normal University, 3663 Zhongshan Road, Shanghai, 200241, People's Republic of China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065846668","display_name":"Jing Zhao","orcid":"https://orcid.org/0000-0003-0158-5330"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Zhao","raw_affiliation_strings":["Department of Computer Science and Technology, East China Normal University, 3663 Zhongshan Road, Shanghai, 200241, People\u2019s Republic of China","Department of Computer Science and Technology, East China Normal University, 3663 Zhongshan Road, Shanghai, 200241, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, East China Normal University, 3663 Zhongshan Road, Shanghai, 200241, People\u2019s Republic of China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"Department of Computer Science and Technology, East China Normal University, 3663 Zhongshan Road, Shanghai, 200241, People's Republic of China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047846625","display_name":"Shiliang Sun","orcid":"https://orcid.org/0000-0001-7069-3752"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiliang Sun","raw_affiliation_strings":["Department of Computer Science and Technology, East China Normal University, 3663 Zhongshan Road, Shanghai, 200241, People\u2019s Republic of China","Department of Computer Science and Technology, East China Normal University, 3663 Zhongshan Road, Shanghai, 200241, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, East China Normal University, 3663 Zhongshan Road, Shanghai, 200241, People\u2019s Republic of China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"Department of Computer Science and Technology, East China Normal University, 3663 Zhongshan Road, Shanghai, 200241, People's Republic of China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047203164","display_name":"Dongyu Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongyu Shi","raw_affiliation_strings":["Department of Computer Science and Technology, East China Normal University, 3663 Zhongshan Road, Shanghai, 200241, People\u2019s Republic of China","Department of Computer Science and Technology, East China Normal University, 3663 Zhongshan Road, Shanghai, 200241, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, East China Normal University, 3663 Zhongshan Road, Shanghai, 200241, People\u2019s Republic of China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"Department of Computer Science and Technology, East China Normal University, 3663 Zhongshan Road, Shanghai, 200241, People's Republic of China","institution_ids":["https://openalex.org/I66867065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5049119703"],"corresponding_institution_ids":["https://openalex.org/I66867065"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.164664,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"353","last_page":"362"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9983999729156494,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9983999729156494,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9054999947547913,"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/computer-science","display_name":"Computer science","score":0.842636227607727},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6152486205101013},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6107344031333923},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6000995635986328},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5387905836105347},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.4759264290332794},{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.4583778381347656},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.45222100615501404},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4315486252307892},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.37636813521385193},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3557593822479248}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.842636227607727},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6152486205101013},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6107344031333923},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6000995635986328},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5387905836105347},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.4759264290332794},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.4583778381347656},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.45222100615501404},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4315486252307892},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.37636813521385193},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3557593822479248},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-04224-0_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-04224-0_30","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":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W137285897","https://openalex.org/W323404752","https://openalex.org/W1494192115","https://openalex.org/W1545951971","https://openalex.org/W2063916835","https://openalex.org/W2068093204","https://openalex.org/W2093870295","https://openalex.org/W2098949458","https://openalex.org/W2111683289","https://openalex.org/W2137419149","https://openalex.org/W2160299137","https://openalex.org/W2167503371","https://openalex.org/W2530185218","https://openalex.org/W2554100338","https://openalex.org/W2561305513","https://openalex.org/W2741304800"],"related_works":["https://openalex.org/W566010457","https://openalex.org/W2600092203","https://openalex.org/W4293503520","https://openalex.org/W4300066510","https://openalex.org/W2056958800","https://openalex.org/W2803685231","https://openalex.org/W3134152097","https://openalex.org/W4311388919","https://openalex.org/W2966696655","https://openalex.org/W1964286703"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}