{"id":"https://openalex.org/W3044776620","doi":"https://doi.org/10.1007/s13278-020-00658-3","title":"Feature selection methods for event detection in Twitter: a text mining approach","display_name":"Feature selection methods for event detection in Twitter: a text mining approach","publication_year":2020,"publication_date":"2020-07-23","ids":{"openalex":"https://openalex.org/W3044776620","doi":"https://doi.org/10.1007/s13278-020-00658-3","mag":"3044776620"},"language":"en","primary_location":{"id":"doi:10.1007/s13278-020-00658-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13278-020-00658-3","pdf_url":null,"source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"},"type":"article","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/A5069924021","display_name":"Ahmad Hany Hossny","orcid":"https://orcid.org/0000-0002-5178-9211"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Ahmad Hany Hossny","raw_affiliation_strings":["School of Mathematical Sciences, University of Adelaide, Adelaide, Australia"],"raw_orcid":"https://orcid.org/0000-0002-5178-9211","affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055805371","display_name":"Lewis Mitchell","orcid":"https://orcid.org/0000-0001-8191-1997"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lewis Mitchell","raw_affiliation_strings":["School of Mathematical Sciences, University of Adelaide, Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085283328","display_name":"Nick Lothian","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106392","display_name":"ARC Centre of Excellence for Environmental Decisions","ror":"https://ror.org/01k8nkc73","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1337719021","https://openalex.org/I165143802","https://openalex.org/I2801453606","https://openalex.org/I4210106392","https://openalex.org/I4210132349"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Nick Lothian","raw_affiliation_strings":["Data to Decisions Cooperative Research Centre (D2D CRC), Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data to Decisions Cooperative Research Centre (D2D CRC), Adelaide, Australia","institution_ids":["https://openalex.org/I4210106392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007035660","display_name":"Grant Osborne","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106392","display_name":"ARC Centre of Excellence for Environmental Decisions","ror":"https://ror.org/01k8nkc73","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1337719021","https://openalex.org/I165143802","https://openalex.org/I2801453606","https://openalex.org/I4210106392","https://openalex.org/I4210132349"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Grant Osborne","raw_affiliation_strings":["Data to Decisions Cooperative Research Centre (D2D CRC), Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data to Decisions Cooperative Research Centre (D2D CRC), Adelaide, Australia","institution_ids":["https://openalex.org/I4210106392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5069924021"],"corresponding_institution_ids":["https://openalex.org/I5681781"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":2.0979,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.87083458,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"10","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9973000288009644,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7153056859970093},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6763805150985718},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.668865442276001},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5231664776802063},{"id":"https://openalex.org/keywords/f1-score","display_name":"F1 score","score":0.5115050077438354},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5068758130073547},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5032135844230652},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.49997663497924805},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.46291759610176086},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.45475566387176514},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.414914608001709},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4144507050514221},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.4104652404785156},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37160128355026245},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3309890031814575},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.18611818552017212},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14130434393882751}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7153056859970093},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6763805150985718},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.668865442276001},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5231664776802063},{"id":"https://openalex.org/C148524875","wikidata":"https://www.wikidata.org/wiki/Q6975395","display_name":"F1 score","level":2,"score":0.5115050077438354},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5068758130073547},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5032135844230652},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.49997663497924805},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.46291759610176086},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.45475566387176514},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.414914608001709},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4144507050514221},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.4104652404785156},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37160128355026245},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3309890031814575},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.18611818552017212},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14130434393882751},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13278-020-00658-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13278-020-00658-3","pdf_url":null,"source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W8870360","https://openalex.org/W11244355","https://openalex.org/W165525898","https://openalex.org/W216468746","https://openalex.org/W1483286009","https://openalex.org/W1529026127","https://openalex.org/W1574447377","https://openalex.org/W1586357756","https://openalex.org/W1593045043","https://openalex.org/W1614298861","https://openalex.org/W1707574524","https://openalex.org/W1833217318","https://openalex.org/W1874027545","https://openalex.org/W1983012012","https://openalex.org/W1988694953","https://openalex.org/W1990950330","https://openalex.org/W1996174542","https://openalex.org/W1998032016","https://openalex.org/W1999195392","https://openalex.org/W2004214228","https://openalex.org/W2004537679","https://openalex.org/W2018165284","https://openalex.org/W2023205960","https://openalex.org/W2036352360","https://openalex.org/W2040704490","https://openalex.org/W2042725085","https://openalex.org/W2052635433","https://openalex.org/W2058013187","https://openalex.org/W2059859368","https://openalex.org/W2064580901","https://openalex.org/W2081251349","https://openalex.org/W2095268565","https://openalex.org/W2097314890","https://openalex.org/W2099366530","https://openalex.org/W2103333826","https://openalex.org/W2104210067","https://openalex.org/W2104290389","https://openalex.org/W2122770142","https://openalex.org/W2124499489","https://openalex.org/W2126675855","https://openalex.org/W2128891547","https://openalex.org/W2129572801","https://openalex.org/W2132613313","https://openalex.org/W2141211247","https://openalex.org/W2142066721","https://openalex.org/W2143017621","https://openalex.org/W2145979309","https://openalex.org/W2146096861","https://openalex.org/W2159591551","https://openalex.org/W2164092415","https://openalex.org/W2251243116","https://openalex.org/W2251771443","https://openalex.org/W2293997542","https://openalex.org/W2313339984","https://openalex.org/W2400222498","https://openalex.org/W2415973339","https://openalex.org/W2435251607","https://openalex.org/W2602390244","https://openalex.org/W2613214602","https://openalex.org/W2735364069","https://openalex.org/W2759336060","https://openalex.org/W2883845484","https://openalex.org/W2978107190","https://openalex.org/W3013766228","https://openalex.org/W3106063097","https://openalex.org/W4205550663","https://openalex.org/W4234232346","https://openalex.org/W4250908292","https://openalex.org/W4300692961","https://openalex.org/W6858542295"],"related_works":["https://openalex.org/W4317422759","https://openalex.org/W4385770464","https://openalex.org/W4387490204","https://openalex.org/W4224262160","https://openalex.org/W4389848424","https://openalex.org/W4388937883","https://openalex.org/W4386414453","https://openalex.org/W4293205612","https://openalex.org/W4352976590","https://openalex.org/W4396766753"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
