{"id":"https://openalex.org/W2805140748","doi":"https://doi.org/10.48550/arxiv.1805.11603","title":"Automatic Identification of Arabic expressions related to future events in Lebanon's economy","display_name":"Automatic Identification of Arabic expressions related to future events in Lebanon's economy","publication_year":2018,"publication_date":"2018-05-29","ids":{"openalex":"https://openalex.org/W2805140748","doi":"https://doi.org/10.48550/arxiv.1805.11603","mag":"2805140748"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:1805.11603","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1805.11603","pdf_url":"https://arxiv.org/pdf/1805.11603","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"volume":null,"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1805.11603","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078012511","display_name":"Moustafa Al-Hajj","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Al-Hajj, Moustafa","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5030580793","display_name":"Amani Sabra","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sabra, Amani","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.8730000257492065,"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"}},"topics":[{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.8730000257492065,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.062300000339746475,"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/T10028","display_name":"Topic Modeling","score":0.03269999846816063,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/future-events","display_name":"future events","score":0.5320000052452087},{"id":"https://openalex.org/keywords/event-recognition","display_name":"event recognition","score":0.5220000147819519},{"id":"https://openalex.org/keywords/arabic-text","display_name":"Arabic text","score":0.6570000052452087},{"id":"https://openalex.org/keywords/lebanese-economy","display_name":"Lebanese economy","score":0.7200000286102295},{"id":"https://openalex.org/keywords/business-news","display_name":"business news","score":0.5270000100135803},{"id":"https://openalex.org/keywords/semantic-analysis","display_name":"semantic analysis","score":0.628000020980835},{"id":"https://openalex.org/keywords/morphosyntactic-analysis","display_name":"morphosyntactic analysis","score":0.9800000190734863}],"concepts":[{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.8208699226379395},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7228158116340637},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6931782960891724},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6038342118263245},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49769285321235657},{"id":"https://openalex.org/C2777261249","wikidata":"https://www.wikidata.org/wiki/Q645804","display_name":"Morpho","level":2,"score":0.466861754655838},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.34749171137809753},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:1805.11603","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1805.11603","pdf_url":"https://arxiv.org/pdf/1805.11603","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.1805.11603","doi":"https://doi.org/10.48550/arxiv.1805.11603","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1805.11603","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1805.11603","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1805.11603","pdf_url":"https://arxiv.org/pdf/1805.11603","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2014432523","https://openalex.org/W2245324131","https://openalex.org/W2413317570","https://openalex.org/W3190941080"],"related_works":["https://openalex.org/W2083926666","https://openalex.org/W4402671416","https://openalex.org/W7217283891","https://openalex.org/W2222101729","https://openalex.org/W2484234875","https://openalex.org/W2810732068","https://openalex.org/W7126235612","https://openalex.org/W7160157438","https://openalex.org/W7064102923","https://openalex.org/W2612850122"],"abstract_inverted_index":{"In":[0],"this":[1,64],"paper,":[2],"we":[3,22,36,51,84],"propose":[4],"a":[5,26,67,89],"method":[6,65],"to":[7,24,38,53],"automatically":[8,54],"identify":[9,55],"future":[10,41],"events":[11,42],"in":[12,46],"Lebanon's":[13,33],"economy":[14],"from":[15],"Arabic":[16,29],"texts.":[17],"Challenges":[18],"are":[19,43],"threefold:":[20],"first,":[21],"need":[23,37,52],"build":[25],"corpus":[27,69],"of":[28],"texts":[30],"that":[31,75],"covers":[32],"economy;":[34],"second,":[35],"study":[39],"how":[40],"expressed":[44],"linguistically":[45],"these":[47],"texts;":[48],"and":[49,73,100],"third,":[50],"the":[56,71,96],"relevant":[57],"textual":[58],"segments":[59],"accordingly.":[60],"We":[61],"will":[62,85],"validate":[63],"on":[66,95],"constructed":[68],"form":[70],"web":[72],"show":[74],"it":[76],"has":[77],"very":[78],"promising":[79],"results.":[80],"To":[81],"do":[82],"so,":[83],"be":[86],"using":[87],"SLCSAS,":[88],"system":[90,104],"for":[91,105],"semantic":[92],"analysis,":[93],"based":[94],"Contextual":[97],"Explorer":[98],"method,":[99],"\"AlKhalil":[101],"Morpho":[102],"Sys\"":[103],"morpho-syntactic":[106],"analysis.":[107]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2018-06-13T00:00:00"}
