{"id":"https://openalex.org/W2510641448","doi":"https://doi.org/10.18653/v1/p16-3018","title":"Suggestion Mining from Opinionated Text","display_name":"Suggestion Mining from Opinionated Text","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2510641448","doi":"https://doi.org/10.18653/v1/p16-3018","mag":"2510641448"},"language":"en","primary_location":{"id":"doi:10.18653/v1/p16-3018","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p16-3018","pdf_url":"https://www.aclweb.org/anthology/P16-3018.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACL 2016 Student Research Workshop","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/P16-3018.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103265762","display_name":"Sapna Negi","orcid":"https://orcid.org/0000-0001-8484-6043"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Sapna Negi","raw_affiliation_strings":["Insight Centre for Data Analytics National University of Ireland, Galway"],"affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics National University of Ireland, Galway","institution_ids":["https://openalex.org/I188760350"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5103265762"],"corresponding_institution_ids":["https://openalex.org/I188760350"],"apc_list":null,"apc_paid":null,"fwci":3.5338,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.93808848,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"119","last_page":"125"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9995999932289124,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9995999932289124,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994999766349792,"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":0.9840999841690063,"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/task","display_name":"Task (project management)","score":0.7950363755226135},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.7452811002731323},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7438734173774719},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.6559920310974121},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6281089186668396},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.577752947807312},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5526517033576965},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4786188006401062},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2690584659576416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15997296571731567},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11460918188095093},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.11177101731300354},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08648183941841125}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7950363755226135},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7452811002731323},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7438734173774719},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6559920310974121},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6281089186668396},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.577752947807312},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5526517033576965},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4786188006401062},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2690584659576416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15997296571731567},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11460918188095093},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.11177101731300354},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08648183941841125},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/p16-3018","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p16-3018","pdf_url":"https://www.aclweb.org/anthology/P16-3018.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACL 2016 Student Research Workshop","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/p16-3018","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p16-3018","pdf_url":"https://www.aclweb.org/anthology/P16-3018.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACL 2016 Student Research Workshop","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1383882326","display_name":null,"funder_award_id":"SFI/12/RC/","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G2881606312","display_name":null,"funder_award_id":"SFI/12/RC/2289","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G5098725405","display_name":null,"funder_award_id":"12/RC/","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G6654329577","display_name":null,"funder_award_id":"Grant Number SFI/12/RC/2289","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G6712843611","display_name":null,"funder_award_id":"12/RC/228","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G7362007176","display_name":null,"funder_award_id":"12/RC/2289","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"}],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2510641448.pdf","grobid_xml":"https://content.openalex.org/works/W2510641448.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W38739846","https://openalex.org/W135195246","https://openalex.org/W163787259","https://openalex.org/W950853366","https://openalex.org/W1525595230","https://openalex.org/W1803331679","https://openalex.org/W1832693441","https://openalex.org/W1911240979","https://openalex.org/W1940872118","https://openalex.org/W1990435674","https://openalex.org/W2023544722","https://openalex.org/W2026899404","https://openalex.org/W2066307562","https://openalex.org/W2093709025","https://openalex.org/W2103396387","https://openalex.org/W2108646579","https://openalex.org/W2125770490","https://openalex.org/W2129264276","https://openalex.org/W2154310139","https://openalex.org/W2167329753","https://openalex.org/W2167481233","https://openalex.org/W2251733102","https://openalex.org/W2284289336","https://openalex.org/W2294128994","https://openalex.org/W2398854657","https://openalex.org/W4212995409"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2548633793","https://openalex.org/W2941935829","https://openalex.org/W3089396779","https://openalex.org/W2045408812","https://openalex.org/W2605642833","https://openalex.org/W2382028496","https://openalex.org/W2888033806","https://openalex.org/W3003391463","https://openalex.org/W3094520207"],"abstract_inverted_index":{"In":[0],"addition":[1],"to":[2,45,91],"the":[3,13,39,69,111,116,126],"positive":[4],"and":[5,23,43,59,75,87,141],"negative":[6],"sentiments":[7],"expressed":[8],"by":[9],"speakers,":[10],"opinions":[11],"on":[12,25],"web":[14],"also":[15],"convey":[16],"suggestions.Such":[17],"text":[18,42],"comprise":[19],"of":[20,28,30,64,71],"advice,":[21],"recommendations":[22],"tips":[24],"a":[26,56,62,103,121],"variety":[27],"points":[29],"interest.We":[31],"propose":[32],"that":[33,100],"suggestions":[34],"can":[35],"be":[36,92],"extracted":[37],"from":[38],"available":[40],"opinionated":[41],"put":[44],"several":[46],"use":[47],"cases.The":[48],"problem":[49,72,117,127],"has":[50],"been":[51],"identified":[52],"only":[53],"recently":[54],"as":[55],"viable":[57],"task,":[58],"there":[60,101],"is":[61,102],"lot":[63],"scope":[65],"for":[66,82,94,105,114],"research":[67,122,131],"in":[68,110],"direction":[70],"definition,":[73],"datasets,":[74],"methods.From":[76],"an":[77],"abstract":[78],"view,":[79],"standard":[80],"algorithms":[81],"tasks":[83],"like":[84],"sentence":[85],"classification":[86],"keyphrase":[88],"extraction":[89],"appear":[90],"usable":[93],"suggestion":[95],"mining.However,":[96],"initial":[97],"experiments":[98],"reveal":[99],"need":[104],"new":[106],"methods,":[107],"or":[108],"variations":[109],"existing":[112],"ones":[113],"addressing":[115],"specific":[118],"challenges.We":[119],"present":[120],"proposal":[123],"which":[124],"divides":[125],"into":[128],"three":[129],"main":[130],"questions;":[132],"we":[133],"walk":[134],"through":[135],"them,":[136],"presenting":[137],"our":[138],"analysis,":[139],"results,":[140],"future":[142],"directions.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":7},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
