{"id":"https://openalex.org/W2805534537","doi":null,"title":"Estimating Individual Treatment Effect from Educational Studies with Residual Counterfactual Networks.","display_name":"Estimating Individual Treatment Effect from Educational Studies with Residual Counterfactual Networks.","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2805534537","mag":"2805534537"},"language":"en","primary_location":{"id":"mag:2805534537","doi":null,"is_oa":false,"landing_page_url":"http://educationaldatamining.org/EDM2017/proc_files/papers/paper_113.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306418235","display_name":"Educational Data Mining","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Educational Data Mining","raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5015704814","display_name":"Siyuan Zhao","orcid":"https://orcid.org/0000-0001-9756-4838","observed_orcids":["https://orcid.org/0000-0001-9756-4838","https://orcid.org/0009-0005-3327-1186","https://orcid.org/0009-0006-5759-1456","https://orcid.org/0009-0007-1912-5574","https://orcid.org/0000-0002-8923-7877"]},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siyuan Zhao","raw_affiliation_strings":["Worcester Polytechnic Institute, Worcester, United States"],"raw_orcid":"https://orcid.org/0000-0001-9756-4838","affiliations":[{"raw_affiliation_string":"Worcester Polytechnic Institute, Worcester, United States","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078998782","display_name":"Neil Thomas Heffernan","orcid":"https://orcid.org/0000-0002-3280-288X","observed_orcids":["https://orcid.org/0000-0002-3280-288X"]},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Neil T. Heffernan","raw_affiliation_strings":["Worcester Polytechnic Institute, Worcester, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Worcester Polytechnic Institute, Worcester, United States","institution_ids":["https://openalex.org/I107077323"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I107077323"],"apc_list":null,"apc_paid":null,"fwci":0.5045,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.69361777,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"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/T10845","display_name":"Advanced Causal Inference Techniques","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10845","display_name":"Advanced Causal Inference Techniques","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10674","display_name":"School Choice and Performance","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12010","display_name":"Evaluation and Performance Assessment","score":0.0007999999797903001,"subfield":{"id":"https://openalex.org/subfields/3321","display_name":"Public Administration"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/individual-treatment-effect-estimation","display_name":"individual treatment effect estimation","score":0.8659999966621399},{"id":"https://openalex.org/keywords/educational-intervention","display_name":"educational intervention","score":0.640999972820282},{"id":"https://openalex.org/keywords/causal-inference","display_name":"causal inference","score":0.6539999842643738},{"id":"https://openalex.org/keywords/counterfactual-thinking","display_name":"counterfactual reasoning","score":0.5440000295639038},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"personalized learning","score":0.35499998927116394}],"concepts":[{"id":"https://openalex.org/C108650721","wikidata":"https://www.wikidata.org/wiki/Q1783253","display_name":"Counterfactual thinking","level":2,"score":0.8803232312202454},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7927780747413635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5097417235374451},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4095701575279236},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2030198574066162},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17844834923744202},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16961103677749634},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.07460078597068787}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2805534537","doi":null,"is_oa":false,"landing_page_url":"http://educationaldatamining.org/EDM2017/proc_files/papers/paper_113.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306418235","display_name":"Educational Data Mining","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Educational Data Mining","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6164000034332275,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1516659296","https://openalex.org/W1617650991","https://openalex.org/W1995864528","https://openalex.org/W2000992741","https://openalex.org/W2064903582","https://openalex.org/W2132917208","https://openalex.org/W2143117649","https://openalex.org/W2146719470","https://openalex.org/W2194775991","https://openalex.org/W2279034837","https://openalex.org/W2339170461","https://openalex.org/W2389937032","https://openalex.org/W2537701263"],"related_works":["https://openalex.org/W2789474847","https://openalex.org/W2805791750","https://openalex.org/W2274479313","https://openalex.org/W2892753056","https://openalex.org/W2271530537","https://openalex.org/W2342153359","https://openalex.org/W2572687261","https://openalex.org/W182690819","https://openalex.org/W2585689920","https://openalex.org/W7120026010"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2018-06-13T00:00:00"}
