{"id":"https://openalex.org/W3008472051","doi":"https://doi.org/10.1109/ssci44817.2019.9002904","title":"Data Driven Domain Appraisal: Extracting Information from Short Dense Texts","display_name":"Data Driven Domain Appraisal: Extracting Information from Short Dense Texts","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3008472051","doi":"https://doi.org/10.1109/ssci44817.2019.9002904","mag":"3008472051"},"language":"en","primary_location":{"id":"doi:10.1109/ssci44817.2019.9002904","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci44817.2019.9002904","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Symposium Series on Computational Intelligence (SSCI)","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/A5100414623","display_name":"Jian Liu","orcid":"https://orcid.org/0000-0001-7484-401X"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jian Liu","raw_affiliation_strings":["Department of Computer Science and Engineering, Southern University of Science and Technology (SUSTech), Shenzhen, PR China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Southern University of Science and Technology (SUSTech), Shenzhen, PR China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025629980","display_name":"Xiangdong Zeng","orcid":"https://orcid.org/0000-0002-4162-0877"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangdong Zeng","raw_affiliation_strings":["Department of Computer Science and Engineering, Southern University of Science and Technology (SUSTech), Shenzhen, PR China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Southern University of Science and Technology (SUSTech), Shenzhen, PR China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034664426","display_name":"Adam Ghandar","orcid":"https://orcid.org/0000-0002-7720-9385"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Adam Ghandar","raw_affiliation_strings":["Department of Computer Science and Engineering, Southern University of Science and Technology (SUSTech), Shenzhen, PR China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Southern University of Science and Technology (SUSTech), Shenzhen, PR China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026385930","display_name":"Georgios Theodoropoulos","orcid":"https://orcid.org/0000-0002-7448-5886"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Georgios Theodoropoulos","raw_affiliation_strings":["Department of Computer Science and Engineering, Southern University of Science and Technology (SUSTech), Shenzhen, PR China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Southern University of Science and Technology (SUSTech), Shenzhen, PR China","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100414623"],"corresponding_institution_ids":["https://openalex.org/I3045169105"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19915485,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":null,"first_page":"2489","last_page":"2496"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9965000152587891,"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":0.9965000152587891,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9883000254631042,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9839000105857849,"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/computer-science","display_name":"Computer science","score":0.7764054536819458},{"id":"https://openalex.org/keywords/valuation","display_name":"Valuation (finance)","score":0.6857558488845825},{"id":"https://openalex.org/keywords/common-value-auction","display_name":"Common value auction","score":0.6785759925842285},{"id":"https://openalex.org/keywords/speculation","display_name":"Speculation","score":0.6080516576766968},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5899941325187683},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.487514466047287},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4790440797805786},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4683273136615753},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4624057114124298},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.45127078890800476},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39128395915031433},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34718969464302063},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32640039920806885},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1164739727973938},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.08732104301452637}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7764054536819458},{"id":"https://openalex.org/C186027771","wikidata":"https://www.wikidata.org/wiki/Q4008379","display_name":"Valuation (finance)","level":2,"score":0.6857558488845825},{"id":"https://openalex.org/C163239763","wikidata":"https://www.wikidata.org/wiki/Q5153637","display_name":"Common value auction","level":2,"score":0.6785759925842285},{"id":"https://openalex.org/C47941915","wikidata":"https://www.wikidata.org/wiki/Q107885","display_name":"Speculation","level":2,"score":0.6080516576766968},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5899941325187683},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.487514466047287},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4790440797805786},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4683273136615753},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4624057114124298},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.45127078890800476},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39128395915031433},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34718969464302063},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32640039920806885},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1164739727973938},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.08732104301452637},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssci44817.2019.9002904","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci44817.2019.9002904","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W66373487","https://openalex.org/W1480772805","https://openalex.org/W1567919635","https://openalex.org/W1594031697","https://openalex.org/W1783061888","https://openalex.org/W1807452827","https://openalex.org/W1965449946","https://openalex.org/W1971105953","https://openalex.org/W2015174807","https://openalex.org/W2019717847","https://openalex.org/W2024805871","https://openalex.org/W2029056003","https://openalex.org/W2060603187","https://openalex.org/W2070300253","https://openalex.org/W2081642714","https://openalex.org/W2086455895","https://openalex.org/W2100738695","https://openalex.org/W2101008160","https://openalex.org/W2101234009","https://openalex.org/W2111427271","https://openalex.org/W2118020653","https://openalex.org/W2118426465","https://openalex.org/W2120224355","https://openalex.org/W2122269925","https://openalex.org/W2122410182","https://openalex.org/W2123866109","https://openalex.org/W2124868070","https://openalex.org/W2138083479","https://openalex.org/W2144666312","https://openalex.org/W2148955693","https://openalex.org/W2157520488","https://openalex.org/W2160536005","https://openalex.org/W2170275921","https://openalex.org/W2171468534","https://openalex.org/W2278734128","https://openalex.org/W2284153934","https://openalex.org/W2737058386","https://openalex.org/W2771794792","https://openalex.org/W2785939461","https://openalex.org/W2791306048","https://openalex.org/W2799920757","https://openalex.org/W2912494098","https://openalex.org/W2952179261","https://openalex.org/W2962937786","https://openalex.org/W3165489621","https://openalex.org/W4230661391","https://openalex.org/W4231879123","https://openalex.org/W4237239309","https://openalex.org/W4248018214","https://openalex.org/W6633955941","https://openalex.org/W6638094741","https://openalex.org/W6675354045","https://openalex.org/W6677850581","https://openalex.org/W6683971644","https://openalex.org/W6750978970","https://openalex.org/W6945068569"],"related_works":["https://openalex.org/W4243792164","https://openalex.org/W2147782221","https://openalex.org/W2076161440","https://openalex.org/W3107943460","https://openalex.org/W2799624154","https://openalex.org/W4250172181","https://openalex.org/W2489870153","https://openalex.org/W3091416521","https://openalex.org/W2003989576","https://openalex.org/W2381171456"],"abstract_inverted_index":{"Domain":[0],"names":[1],"can":[2,12,118],"be":[3,13,82],"traded":[4],"via":[5],"online":[6,84],"market":[7],"places":[8],"and":[9,36,99],"auctions.":[10],"Speculation":[11],"lucrative,":[14],"with":[15,43,130],"high":[16,124],"value":[17,61,112,125],"transactions":[18],"reaching":[19],"into":[20],"tens":[21],"of":[22,24,40,76,91,111],"millions":[23],"dollars.":[25],"This":[26],"paper":[27],"proposes":[28],"a":[29,74,108],"framework":[30],"for":[31,97],"automated":[32],"domain":[33,67],"name":[34,68],"appraisal":[35],"evaluates":[37],"several":[38],"formulations":[39],"the":[41],"problem":[42],"real":[44],"world":[45],"data.":[46],"A":[47,88],"dynamic":[48],"nonlinear":[49],"valuation":[50],"modelling":[51],"process":[52],"is":[53,95,107],"defined":[54],"using":[55,114],"machine":[56],"learning":[57],"techniques.":[58],"Attributes":[59],"or":[60],"factors":[62],"are":[63],"derived":[64],"from":[65,85],"short":[66],"text":[69,116],"strings":[70],"as":[71,73],"well":[72],"variety":[75],"other":[77],"contextual":[78],"data":[79,89,106],"able":[80],"to":[81],"obtained":[83],"open":[86],"sources.":[87],"set":[90],"9.975":[92],"million":[93],"domains":[94,126],"used":[96,129],"evaluation":[98],"results":[100],"show":[101],"that":[102],"search":[103],"engine":[104],"query":[105],"primary":[109],"driver":[110],"but":[113],"extracted":[115],"features":[117],"facilitate":[119],"higher":[120],"performance":[121],"in":[122],"distinguishing":[123],"particularly":[127],"when":[128],"ensemble":[131],"learning.":[132]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}