{"id":"https://openalex.org/W4312812430","doi":"https://doi.org/10.1007/978-3-031-22695-3_44","title":"Optimizing the\u00a0Feature Set for\u00a0Machine Learning Charitable Predictions","display_name":"Optimizing the\u00a0Feature Set for\u00a0Machine Learning Charitable Predictions","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312812430","doi":"https://doi.org/10.1007/978-3-031-22695-3_44"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-22695-3_44","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-22695-3_44","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/A5102745620","display_name":"Greg Lee","orcid":"https://orcid.org/0009-0000-2831-9660"},"institutions":[{"id":"https://openalex.org/I92688161","display_name":"Acadia University","ror":"https://ror.org/00839we02","country_code":"CA","type":"education","lineage":["https://openalex.org/I92688161"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Greg Lee","raw_affiliation_strings":["Acadia University, Wolfville, Canada"],"affiliations":[{"raw_affiliation_string":"Acadia University, Wolfville, Canada","institution_ids":["https://openalex.org/I92688161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017281412","display_name":"Jordan Pippy","orcid":null},"institutions":[{"id":"https://openalex.org/I92688161","display_name":"Acadia University","ror":"https://ror.org/00839we02","country_code":"CA","type":"education","lineage":["https://openalex.org/I92688161"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jordan Pippy","raw_affiliation_strings":["Acadia University, Wolfville, Canada"],"affiliations":[{"raw_affiliation_string":"Acadia University, Wolfville, Canada","institution_ids":["https://openalex.org/I92688161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028218610","display_name":"Mark Hobbs","orcid":"https://orcid.org/0009-0008-6813-6840"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mark Hobbs","raw_affiliation_strings":["Fundmetric, Halifax, Canada"],"affiliations":[{"raw_affiliation_string":"Fundmetric, Halifax, Canada","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102745620"],"corresponding_institution_ids":["https://openalex.org/I92688161"],"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":0.59533001,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"631","last_page":"645"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11120","display_name":"Nonprofit Sector and Volunteering","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11120","display_name":"Nonprofit Sector and Volunteering","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T11239","display_name":"Social Capital and Networks","score":0.948199987411499,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T10646","display_name":"Experimental Behavioral Economics Studies","score":0.9211999773979187,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/feature","display_name":"Feature (linguistics)","score":0.7925495505332947},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7857115268707275},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.689593493938446},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6628633737564087},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6564098596572876},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5840635895729065},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5756832957267761},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5167612433433533},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.49166423082351685},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.43250972032546997},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39052239060401917}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.7925495505332947},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7857115268707275},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.689593493938446},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6628633737564087},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6564098596572876},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5840635895729065},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5756832957267761},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5167612433433533},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.49166423082351685},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.43250972032546997},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39052239060401917},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-22695-3_44","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-22695-3_44","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1976429703","https://openalex.org/W1983236732","https://openalex.org/W2003083941","https://openalex.org/W2087294982","https://openalex.org/W2095649738","https://openalex.org/W2143389784","https://openalex.org/W2922065727","https://openalex.org/W3044853528","https://openalex.org/W3130225285","https://openalex.org/W3213644014","https://openalex.org/W4220863901"],"related_works":["https://openalex.org/W3193043704","https://openalex.org/W4386259002","https://openalex.org/W1546989560","https://openalex.org/W3171520305","https://openalex.org/W3135126032","https://openalex.org/W4366990902","https://openalex.org/W4317732970","https://openalex.org/W4388550696","https://openalex.org/W4321636153","https://openalex.org/W4313289487"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}