{"id":"https://openalex.org/W2974113298","doi":"https://doi.org/10.1145/3342220.3343661","title":"Users' Traces for Enhancing Arabic Facebook Search","display_name":"Users' Traces for Enhancing Arabic Facebook Search","publication_year":2019,"publication_date":"2019-09-12","ids":{"openalex":"https://openalex.org/W2974113298","doi":"https://doi.org/10.1145/3342220.3343661","mag":"2974113298"},"language":"en","primary_location":{"id":"doi:10.1145/3342220.3343661","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3342220.3343661","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM Conference on Hypertext and Social Media","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-02291127","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019762344","display_name":"Ismail Badache","orcid":"https://orcid.org/0000-0003-1868-1185"},"institutions":[{"id":"https://openalex.org/I143002897","display_name":"Universit\u00e9 de Toulon","ror":"https://ror.org/02m9kbe37","country_code":"FR","type":"education","lineage":["https://openalex.org/I143002897"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Ismail Badache","raw_affiliation_strings":["University Aix-Marseille &amp; Universit\u00e9 de Toulon, Marseille, France"],"affiliations":[{"raw_affiliation_string":"University Aix-Marseille &amp; Universit\u00e9 de Toulon, Marseille, France","institution_ids":["https://openalex.org/I143002897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5019762344"],"corresponding_institution_ids":["https://openalex.org/I143002897"],"apc_list":null,"apc_paid":null,"fwci":0.3518,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.69582021,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"241","last_page":"245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9988999962806702,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9988999962806702,"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/complementarity","display_name":"Complementarity (molecular biology)","score":0.7983288168907166},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.7822192907333374},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7503904104232788},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5933313369750977},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5901987552642822},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5272573232650757},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5255737900733948},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5184290409088135},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4846811592578888},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.4515655040740967},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3558312952518463},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1420217752456665},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12814640998840332},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.0843144953250885}],"concepts":[{"id":"https://openalex.org/C202269582","wikidata":"https://www.wikidata.org/wiki/Q2644277","display_name":"Complementarity (molecular biology)","level":2,"score":0.7983288168907166},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.7822192907333374},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7503904104232788},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5933313369750977},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5901987552642822},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5272573232650757},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5255737900733948},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5184290409088135},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4846811592578888},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.4515655040740967},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3558312952518463},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1420217752456665},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12814640998840332},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0843144953250885},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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":2,"locations":[{"id":"doi:10.1145/3342220.3343661","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3342220.3343661","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM Conference on Hypertext and Social Media","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02291127v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02291127","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"The 30th ACM Conference on Hypertext and Social Media, Sep 2019, Hof, Germany. pp.241-245, &#x27E8;10.1145/3342220.3343661&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02291127v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02291127","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"The 30th ACM Conference on Hypertext and Social Media, Sep 2019, Hof, Germany. pp.241-245, &#x27E8;10.1145/3342220.3343661&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1604955787","https://openalex.org/W1614298861","https://openalex.org/W1828972360","https://openalex.org/W1970461679","https://openalex.org/W1973122424","https://openalex.org/W1989468977","https://openalex.org/W2021511646","https://openalex.org/W2035720976","https://openalex.org/W2036125087","https://openalex.org/W2053021639","https://openalex.org/W2053154970","https://openalex.org/W2066636486","https://openalex.org/W2103849350","https://openalex.org/W2109676405","https://openalex.org/W2114985053","https://openalex.org/W2138923868","https://openalex.org/W2143902425","https://openalex.org/W2250594687","https://openalex.org/W2327164475","https://openalex.org/W2395334507","https://openalex.org/W2472386668","https://openalex.org/W2574075017","https://openalex.org/W2594398713","https://openalex.org/W2740051835","https://openalex.org/W2741346909","https://openalex.org/W2767727942","https://openalex.org/W2774660494","https://openalex.org/W2798480037","https://openalex.org/W4233384665"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"an":[3],"approach":[4,164],"on":[5,20,83,90,127,138],"Facebook":[6,21,46,74,86,123,140],"search":[7,124],"in":[8,43,98,146],"Arabic,":[9],"which":[10],"exploits":[11],"several":[12],"users'":[13],"traces":[14,36],"(e.g.":[15,60,65],"comment,":[16],"share,":[17],"reactions)":[18],"left":[19],"posts":[22],"to":[23,31,106,117,121],"estimate":[24],"their":[25,107],"social":[26,35],"importance.":[27],"Our":[28],"goal":[29],"is":[30,88],"show":[32],"how":[33],"these":[34],"(signals)":[37],"can":[38],"play":[39],"a":[40,72,84,94],"vital":[41],"role":[42],"improving":[44],"Arabic":[45,99,147],"search.":[47],"Firstly,":[48],"we":[49,102,114],"identify":[50],"polarities":[51],"(positive":[52],"or":[53],"negative)":[54],"carried":[55,136],"by":[56],"the":[57,66,77,91,128,160],"textual":[58],"signals":[59,104],"comments)":[61],"and":[62,69],"non-textual":[63],"ones":[64],"reactions":[67],"love":[68],"sad)":[70],"for":[71,165],"given":[73,85],"post.":[75],"Therefore,":[76],"polarity":[78],"of":[79,93,131],"each":[80],"comment":[81],"expressed":[82],"post,":[87],"estimated":[89],"basis":[92],"neural":[95],"sentiment":[96],"model":[97],"language.":[100,148],"Secondly,":[101],"group":[103],"according":[105],"complementarity":[108],"using":[109],"features":[110],"selection":[111],"algorithms.":[112],"Thirdly,":[113],"apply":[115],"learning":[116],"rank":[118],"(LTR)":[119],"algorithms":[120],"re-rank":[122],"results":[125,150],"based":[126],"selected":[129],"groups":[130],"signals.":[132],"Finally,":[133],"experiments":[134],"are":[135],"out":[137],"13,500":[139],"posts,":[141],"collected":[142],"from":[143],"45":[144],"topics":[145],"Experiments":[149],"reveal":[151],"that":[152],"Random":[153],"Forests":[154],"combined":[155],"with":[156],"ReliefFAttributeEval":[157],"(RLF)":[158],"was":[159],"most":[161],"effective":[162],"LTR":[163],"this":[166],"task.":[167]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
