{"id":"https://openalex.org/W1972558815","doi":"https://doi.org/10.1145/1557019.1557142","title":"Migration motif","display_name":"Migration motif","publication_year":2009,"publication_date":"2009-06-28","ids":{"openalex":"https://openalex.org/W1972558815","doi":"https://doi.org/10.1145/1557019.1557142","mag":"1972558815"},"language":"en","primary_location":{"id":"doi:10.1145/1557019.1557142","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1557019.1557142","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining","raw_type":"proceedings-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/A5102220783","display_name":"Xiaoxi Du","orcid":"https://orcid.org/0000-0002-1787-0139"},"institutions":[{"id":"https://openalex.org/I149910238","display_name":"Kent State University","ror":"https://ror.org/049pfb863","country_code":"US","type":"education","lineage":["https://openalex.org/I149910238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiaoxi Du","raw_affiliation_strings":["Kent State University, Kent, OH, USA"],"affiliations":[{"raw_affiliation_string":"Kent State University, Kent, OH, USA","institution_ids":["https://openalex.org/I149910238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103270436","display_name":"Ruoming Jin","orcid":"https://orcid.org/0000-0003-1895-4243"},"institutions":[{"id":"https://openalex.org/I149910238","display_name":"Kent State University","ror":"https://ror.org/049pfb863","country_code":"US","type":"education","lineage":["https://openalex.org/I149910238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ruoming Jin","raw_affiliation_strings":["Kent State University, Kent, OH, USA"],"affiliations":[{"raw_affiliation_string":"Kent State University, Kent, OH, USA","institution_ids":["https://openalex.org/I149910238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027478572","display_name":"Liang Ding","orcid":"https://orcid.org/0000-0003-3998-3860"},"institutions":[{"id":"https://openalex.org/I149910238","display_name":"Kent State University","ror":"https://ror.org/049pfb863","country_code":"US","type":"education","lineage":["https://openalex.org/I149910238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Liang Ding","raw_affiliation_strings":["Kent State University, Kent, OH, USA"],"affiliations":[{"raw_affiliation_string":"Kent State University, Kent, OH, USA","institution_ids":["https://openalex.org/I149910238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085980417","display_name":"Victor E. Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I149910238","display_name":"Kent State University","ror":"https://ror.org/049pfb863","country_code":"US","type":"education","lineage":["https://openalex.org/I149910238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Victor E. Lee","raw_affiliation_strings":["Kent State University, Kent , OH, USA","Kent State University, Kent, OH, USA"],"affiliations":[{"raw_affiliation_string":"Kent State University, Kent , OH, USA","institution_ids":["https://openalex.org/I149910238"]},{"raw_affiliation_string":"Kent State University, Kent, OH, USA","institution_ids":["https://openalex.org/I149910238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068958313","display_name":"John Thornton","orcid":"https://orcid.org/0000-0001-7580-3463"},"institutions":[{"id":"https://openalex.org/I149910238","display_name":"Kent State University","ror":"https://ror.org/049pfb863","country_code":"US","type":"education","lineage":["https://openalex.org/I149910238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John H. Thornton","raw_affiliation_strings":["Kent State University, Kent, OH, USA"],"affiliations":[{"raw_affiliation_string":"Kent State University, Kent, OH, USA","institution_ids":["https://openalex.org/I149910238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102220783"],"corresponding_institution_ids":["https://openalex.org/I149910238"],"apc_list":null,"apc_paid":null,"fwci":3.1376,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":{"value":0.92529362,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1135","last_page":"1144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.984000027179718,"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/portfolio","display_name":"Portfolio","score":0.5554429888725281},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.554915189743042},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5060154795646667},{"id":"https://openalex.org/keywords/financial-market","display_name":"Financial market","score":0.48895585536956787},{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.4766003489494324},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4452899694442749},{"id":"https://openalex.org/keywords/financial-economics","display_name":"Financial economics","score":0.44258663058280945},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.34602856636047363},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.32518333196640015},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.2770330607891083},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22493776679039001},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.148260235786438},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12437489628791809}],"concepts":[{"id":"https://openalex.org/C2780821815","wikidata":"https://www.wikidata.org/wiki/Q5340806","display_name":"Portfolio","level":2,"score":0.5554429888725281},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.554915189743042},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5060154795646667},{"id":"https://openalex.org/C19244329","wikidata":"https://www.wikidata.org/wiki/Q208697","display_name":"Financial market","level":2,"score":0.48895585536956787},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.4766003489494324},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4452899694442749},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.44258663058280945},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.34602856636047363},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.32518333196640015},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.2770330607891083},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22493776679039001},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.148260235786438},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12437489628791809},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1557019.1557142","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1557019.1557142","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W148444222","https://openalex.org/W1595324333","https://openalex.org/W1976152410","https://openalex.org/W1981398125","https://openalex.org/W1995834279","https://openalex.org/W2012580531","https://openalex.org/W2029056003","https://openalex.org/W2044677132","https://openalex.org/W2047216628","https://openalex.org/W2049704739","https://openalex.org/W2051658231","https://openalex.org/W2083148578","https://openalex.org/W2096702528","https://openalex.org/W2109034006","https://openalex.org/W2125520394","https://openalex.org/W2128160875","https://openalex.org/W2137310808","https://openalex.org/W2144487825","https://openalex.org/W2147880780","https://openalex.org/W2158454296","https://openalex.org/W4230661391","https://openalex.org/W4231416852","https://openalex.org/W6635575044"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W2370669686","https://openalex.org/W2645942849"],"abstract_inverted_index":{"A":[0],"recent":[1],"study":[2],"by":[3],"two":[4],"prominent":[5],"finance":[6],"researchers,":[7],"Fama":[8],"and":[9,44,62,80,87],"French,":[10],"introduces":[11],"a":[12,70],"new":[13,71],"framework":[14],"for":[15,56,64,73],"studying":[16],"risk":[17],"vs.":[18],"return:":[19],"the":[20,29,39,82],"migration":[21,42,83],"of":[22,32,84],"stocks":[23],"across":[24],"size-value":[25],"portfolio":[26],"space.":[27],"Given":[28],"financial":[30,74],"events":[31],"2008,":[33],"this":[34],"first":[35],"attempt":[36],"to":[37,78],"disentangle":[38],"relationships":[40],"between":[41],"behavior":[43,90],"stock":[45],"returns":[46],"is":[47],"especially":[48],"timely.":[49],"Their":[50],"work,":[51],"however,":[52],"derives":[53],"results":[54],"only":[55,63],"market":[57],"segments,":[58],"not":[59],"individual":[60,85],"companies,":[61,86],"one-year":[65],"moves.":[66],"Thus,":[67],"we":[68],"see":[69],"challenge":[72],"data":[75],"mining:":[76],"how":[77,88],"capture":[79],"categorize":[81],"such":[89],"affects":[91],"their":[92],"returns.":[93]},"counts_by_year":[{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}