{"id":"https://openalex.org/W2035570957","doi":"https://doi.org/10.1145/2517978.2517994","title":"SentiML","display_name":"SentiML","publication_year":2013,"publication_date":"2013-09-10","ids":{"openalex":"https://openalex.org/W2035570957","doi":"https://doi.org/10.1145/2517978.2517994","mag":"2035570957"},"language":"en","primary_location":{"id":"doi:10.1145/2517978.2517994","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2517978.2517994","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Collaborative Annotations in Shared Environment: metadata, vocabularies and techniques in the Digital Humanities","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/A5080385308","display_name":"Marilena Di Bari","orcid":null},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Marilena Di Bari","raw_affiliation_strings":["University of Leeds, Leeds, UK"],"affiliations":[{"raw_affiliation_string":"University of Leeds, Leeds, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072701587","display_name":"Serge Sharoff","orcid":"https://orcid.org/0000-0002-4877-0210"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Serge Sharoff","raw_affiliation_strings":["University of Leeds, Leeds, UK"],"affiliations":[{"raw_affiliation_string":"University of Leeds, Leeds, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102955897","display_name":"Martin Thomas","orcid":"https://orcid.org/0000-0002-9590-0583"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Martin Thomas","raw_affiliation_strings":["University of Leeds, Leeds, UK"],"affiliations":[{"raw_affiliation_string":"University of Leeds, Leeds, UK","institution_ids":["https://openalex.org/I130828816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080385308"],"corresponding_institution_ids":["https://openalex.org/I130828816"],"apc_list":null,"apc_paid":null,"fwci":1.4427,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.85556751,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994000196456909,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994000196456909,"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":0.9973000288009644,"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":0.9786999821662903,"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/computer-science","display_name":"Computer science","score":0.8110005855560303},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.6834192872047424},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6488914489746094},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6390453577041626},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.5999752879142761},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.5572733879089355},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5352637767791748},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5116334557533264},{"id":"https://openalex.org/keywords/schema-matching","display_name":"Schema matching","score":0.429060697555542},{"id":"https://openalex.org/keywords/connotation","display_name":"Connotation","score":0.42449307441711426},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19492539763450623},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.17700380086898804},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.13625916838645935}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8110005855560303},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.6834192872047424},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6488914489746094},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6390453577041626},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.5999752879142761},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5572733879089355},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5352637767791748},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5116334557533264},{"id":"https://openalex.org/C2777327318","wikidata":"https://www.wikidata.org/wiki/Q1408390","display_name":"Schema matching","level":3,"score":0.429060697555542},{"id":"https://openalex.org/C2778120531","wikidata":"https://www.wikidata.org/wiki/Q661062","display_name":"Connotation","level":2,"score":0.42449307441711426},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19492539763450623},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.17700380086898804},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.13625916838645935},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2517978.2517994","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2517978.2517994","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Collaborative Annotations in Shared Environment: metadata, vocabularies and techniques in the Digital Humanities","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W100337813","https://openalex.org/W187058510","https://openalex.org/W1539410358","https://openalex.org/W1894439685","https://openalex.org/W1980703745","https://openalex.org/W2007300257","https://openalex.org/W2015089144","https://openalex.org/W2025456496","https://openalex.org/W2059569661","https://openalex.org/W2064178288","https://openalex.org/W2081375810","https://openalex.org/W2085582472","https://openalex.org/W2097726431","https://openalex.org/W2100529970","https://openalex.org/W2108646579","https://openalex.org/W2110122692","https://openalex.org/W2133149548","https://openalex.org/W2150956310","https://openalex.org/W2166706824","https://openalex.org/W2184135559","https://openalex.org/W2251247982","https://openalex.org/W2291424190","https://openalex.org/W2484253835","https://openalex.org/W2484726989","https://openalex.org/W3105915590","https://openalex.org/W4205184193","https://openalex.org/W4247225077","https://openalex.org/W6607640341","https://openalex.org/W6682217729"],"related_works":["https://openalex.org/W2361861616","https://openalex.org/W2394171004","https://openalex.org/W2263699433","https://openalex.org/W1528218860","https://openalex.org/W2406112091","https://openalex.org/W2125859764","https://openalex.org/W2014400548","https://openalex.org/W2029826694","https://openalex.org/W4298139853","https://openalex.org/W2016247499"],"abstract_inverted_index":{"Sentiment":[0],"Analysis":[1],"is":[2,15,39,46,138],"the":[3,56,62,70,81,84,110,116,133,152],"task":[4],"of":[5,64,77,83,112,118,170],"automatically":[6],"identifying":[7,78],"whether":[8],"a":[9,12,19,75,158],"text":[10],"or":[11,21],"single":[13,65],"sentence":[14],"intended":[16],"to":[17,69,108,132,145],"carry":[18],"positive":[20,33],"negative":[22,35],"connotation.":[23],"The":[24,136],"commonly":[25],"used":[26],"Bag-of-Words":[27],"approach":[28],"that":[29,151],"relies":[30],"on":[31],"counting":[32],"and":[34,60,79,86,115,140,165],"words,":[36],"whose":[37],"connotation":[38,63],"indicated":[40],"by":[41],"specially":[42],"crafted":[43],"sentiment":[44,159],"dictionaries,":[45],"not":[47,52],"ideal":[48],"because":[49],"it":[50],"does":[51],"take":[53],"into":[54],"account":[55],"relations":[57],"between":[58],"words":[59,66],"how":[61],"changes":[67],"according":[68,131],"context.":[71],"This":[72],"paper":[73],"proposes":[74],"way":[76],"analysing":[80],"targets":[82],"opinions":[85],"their":[87,91,119,128],"modifiers,":[88],"along":[89,121],"with":[90,122],"linkage":[92],"(appraisal":[93],"group)":[94],"through":[95],"an":[96],"annotation":[97,117,167],"schema":[98,102,137,153],"called":[99],"SentiML.":[100],"Such":[101],"has":[103,141],"been":[104,142],"developed":[105],"in":[106,168],"order":[107],"facilitate":[109],"identification":[111],"these":[113],"elements":[114],"sentiment,":[120],"advanced":[123],"linguistic":[124],"features":[125],"such":[126],"as":[127],"appraisal":[129],"type":[130],"Appraisal":[134],"Framework.":[135],"XML-based":[139],"also":[143],"designed":[144],"be":[146],"language-independent.":[147],"Preliminary":[148],"results":[149],"show":[150],"allows":[154],"more":[155],"coverage":[156],"than":[157],"dictionary,":[160],"while":[161],"achieving":[162],"reasonably":[163],"fast":[164],"reliable":[166],"spite":[169],"its":[171],"fine":[172],"granularity.":[173]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
