{"id":"https://openalex.org/W2944806423","doi":"https://doi.org/10.1145/3283590.3283593","title":"SimilarMove","display_name":"SimilarMove","publication_year":2018,"publication_date":"2018-11-06","ids":{"openalex":"https://openalex.org/W2944806423","doi":"https://doi.org/10.1145/3283590.3283593","mag":"2944806423"},"language":"en","primary_location":{"id":"doi:10.1145/3283590.3283593","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3283590.3283593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd ACM SIGSPATIAL Workshop on Prediction of Human Mobility","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/A5062385963","display_name":"Mohammed Abdalla","orcid":null},"institutions":[{"id":"https://openalex.org/I113643904","display_name":"Beni-Suef University","ror":"https://ror.org/05pn4yv70","country_code":"EG","type":"education","lineage":["https://openalex.org/I113643904"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mohammed Abdalla","raw_affiliation_strings":["Beni-Suef University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beni-Suef University","institution_ids":["https://openalex.org/I113643904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058249834","display_name":"Abdeltawab Hendawi","orcid":"https://orcid.org/0000-0003-3385-3379"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abdeltawab Hendawi","raw_affiliation_strings":["Department of Computer Science, University of Virginia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Virginia","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069537567","display_name":"Neveen ElGamal","orcid":"https://orcid.org/0000-0002-5537-2974"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Neveen ElGamal","raw_affiliation_strings":["Cairo University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cairo University","institution_ids":["https://openalex.org/I145487455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048405773","display_name":"Hoda M. O. Mokhtar","orcid":"https://orcid.org/0000-0002-7877-4108"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Hoda M. O. Mokhtar","raw_affiliation_strings":["Cairo University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cairo University","institution_ids":["https://openalex.org/I145487455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053263447","display_name":"Mohamed Ali","orcid":"https://orcid.org/0000-0003-3668-4531"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohamed Ali","raw_affiliation_strings":["Institute of Technology, University of Washington"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Technology, University of Washington","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016857497","display_name":"John Krumm","orcid":"https://orcid.org/0000-0003-4394-6704"},"institutions":[{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John Krumm","raw_affiliation_strings":["Microsoft Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research","institution_ids":["https://openalex.org/I4210164937"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1663,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.51424102,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"15","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7939387559890747},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.7858271598815918},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.7092008590698242},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.6091414093971252},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5912079811096191},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5570477247238159},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5527174472808838},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.49249228835105896},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.45098599791526794},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4217967391014099},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37930765748023987},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36746710538864136},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3246241807937622},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.20253697037696838},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1796567440032959}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7939387559890747},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.7858271598815918},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.7092008590698242},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6091414093971252},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5912079811096191},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5570477247238159},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5527174472808838},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.49249228835105896},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.45098599791526794},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4217967391014099},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37930765748023987},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36746710538864136},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3246241807937622},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.20253697037696838},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1796567440032959},{"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/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","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:10.1145/3283590.3283593","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3283590.3283593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd ACM SIGSPATIAL Workshop on Prediction of Human Mobility","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W142539835","https://openalex.org/W1501551450","https://openalex.org/W1595869616","https://openalex.org/W1626398438","https://openalex.org/W1841789789","https://openalex.org/W1864972570","https://openalex.org/W1987228002","https://openalex.org/W1991983464","https://openalex.org/W1996256935","https://openalex.org/W1999113424","https://openalex.org/W2017759193","https://openalex.org/W2019776461","https://openalex.org/W2069040327","https://openalex.org/W2081588298","https://openalex.org/W2096702528","https://openalex.org/W2099378921","https://openalex.org/W2107105768","https://openalex.org/W2117726322","https://openalex.org/W2117742206","https://openalex.org/W2118371392","https://openalex.org/W2124299914","https://openalex.org/W2129558680","https://openalex.org/W2134316083","https://openalex.org/W2144758644","https://openalex.org/W2144994235","https://openalex.org/W2145457662","https://openalex.org/W2147880780","https://openalex.org/W2155856926","https://openalex.org/W2250447163","https://openalex.org/W2401577388","https://openalex.org/W2423558887","https://openalex.org/W2485634059","https://openalex.org/W2558648780","https://openalex.org/W2564122791","https://openalex.org/W2614312119","https://openalex.org/W4233161060","https://openalex.org/W6647206902"],"related_works":["https://openalex.org/W2053269318","https://openalex.org/W2364370872","https://openalex.org/W2025614924","https://openalex.org/W2294335174","https://openalex.org/W2097963413","https://openalex.org/W3145575561","https://openalex.org/W2001275470","https://openalex.org/W2772702156","https://openalex.org/W2101105382","https://openalex.org/W2134215012"],"abstract_inverted_index":{"Trajectory":[0],"prediction":[1,21,158],"has":[2,59],"a":[3,75,119,155],"significant":[4],"impact":[5],"on":[6,88,93],"many":[7],"location-based":[8],"services":[9],"such":[10,48],"as":[11],"local":[12],"search,":[13],"traffic":[14],"management,":[15],"and":[16,108,132],"routing":[17],"services.":[18],"Existing":[19],"trajectory":[20],"techniques":[22,35],"utilize":[23],"the":[24,30,38,82,99,103,134,139],"object's":[25],"motion":[26,100,116,130],"history":[27,39,50],"to":[28,54,80,124],"predict":[29,81],"future":[31,83],"path(s).":[32],"However,":[33],"these":[34],"fail":[36],"when":[37],"is":[40,67,122],"unavailable":[41],"which":[42],"realistically":[43],"happens":[44],"for":[45,69],"multiple":[46],"reasons":[47],"as;":[49],"might":[51],"be":[52],"difficult":[53],"obtain,":[55],"newly":[56],"registered":[57],"user":[58],"no":[60],"past":[61,95],"history,":[62],"or":[63],"previously":[64],"recorded":[65],"data":[66],"protected":[68],"privacy":[70],"reasons.":[71],"This":[72],"paper":[73],"introduces":[74],"novel":[76],"system":[77],"named":[78],"SimilarMove":[79,97,151],"paths":[84],"of":[85,102,128,138,150,164],"moving":[86,104,111],"objects":[87,112],"road":[89],"networks":[90],"without":[91],"relying":[92],"their":[94,145],"trajectories.":[96],"analyzes":[98],"pattern":[101],"object":[105,140],"under":[106,141],"investigation":[107,142],"identifies":[109],"other":[110],"that":[113],"show":[114],"similar":[115,129],"patterns.":[117],"Then,":[118],"Markov":[120],"Model":[121],"adopted":[123],"digest":[125],"this":[126],"set":[127],"patterns":[131],"produce":[133],"next":[135],"potential":[136],"movements":[137],"along":[143],"with":[144],"likelihoods.":[146],"A":[147],"key":[148],"aspect":[149],"lies":[152],"in":[153,162],"achieving":[154],"high":[156],"quality":[157],"while":[159],"being":[160],"efficient":[161],"terms":[163],"performance.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2019-05-16T00:00:00"}