{"id":"https://openalex.org/W2286821416","doi":"https://doi.org/10.1007/978-3-319-22500-5_6","title":"A Knowledge Extraction and Management Component to Support Spontaneous Participation","display_name":"A Knowledge Extraction and Management Component to Support Spontaneous Participation","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2286821416","doi":"https://doi.org/10.1007/978-3-319-22500-5_6","mag":"2286821416"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-22500-5_6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-22500-5_6","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-22500-5_6.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-22500-5_6.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075123968","display_name":"Lukasz Porwol","orcid":"https://orcid.org/0000-0003-2417-3654"},"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":"Lukasz Porwol","raw_affiliation_strings":["Insight Centre for Data Analytics, National University of Ireland, Galway, Ireland"],"affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, National University of Ireland, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102757418","display_name":"Islam A. Hassan","orcid":"https://orcid.org/0009-0007-7101-8127"},"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":false,"raw_author_name":"Islam Hassan","raw_affiliation_strings":["Insight Centre for Data Analytics, National University of Ireland, Galway, Ireland"],"affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, National University of Ireland, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090437599","display_name":"Adegboyega Ojo","orcid":"https://orcid.org/0000-0003-0565-2115"},"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":false,"raw_author_name":"Adegbojega Ojo","raw_affiliation_strings":["Insight Centre for Data Analytics, National University of Ireland, Galway, Ireland"],"affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, National University of Ireland, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090996360","display_name":"John G. Breslin","orcid":"https://orcid.org/0000-0001-5790-050X"},"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":false,"raw_author_name":"John Breslin","raw_affiliation_strings":["Insight Centre for Data Analytics, National University of Ireland, Galway, Ireland"],"affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, National University of Ireland, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5075123968"],"corresponding_institution_ids":["https://openalex.org/I188760350"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":6.9801,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.95820223,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"68","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10953","display_name":"E-Government and Public Services","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10953","display_name":"E-Government and Public Services","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9901999831199646,"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/lexicon","display_name":"Lexicon","score":0.7882280349731445},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7587418556213379},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6558653116226196},{"id":"https://openalex.org/keywords/named-entity-recognition","display_name":"Named-entity recognition","score":0.537972629070282},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.5200324058532715},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5105754137039185},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5104798078536987},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4731796085834503},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4540577232837677},{"id":"https://openalex.org/keywords/public-service","display_name":"Public service","score":0.4529227316379547},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4298423230648041},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38573184609413147},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.34725064039230347},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3463035821914673},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34524625539779663},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3108839988708496},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.11840689182281494},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0930887758731842}],"concepts":[{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.7882280349731445},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7587418556213379},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6558653116226196},{"id":"https://openalex.org/C2779135771","wikidata":"https://www.wikidata.org/wiki/Q403574","display_name":"Named-entity recognition","level":3,"score":0.537972629070282},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.5200324058532715},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5105754137039185},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5104798078536987},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4731796085834503},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4540577232837677},{"id":"https://openalex.org/C2780110086","wikidata":"https://www.wikidata.org/wiki/Q161837","display_name":"Public service","level":2,"score":0.4529227316379547},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4298423230648041},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38573184609413147},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.34725064039230347},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3463035821914673},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34524625539779663},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3108839988708496},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.11840689182281494},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0930887758731842},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-22500-5_6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-22500-5_6","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-22500-5_6.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-01587630v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01587630","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"7th International Conference on Electronic Participation (ePart), Aug 2015, Thessaloniki, Greece. pp.68-80, ⟨10.1007/978-3-319-22500-5_6⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"doi:10.1007/978-3-319-22500-5_6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-22500-5_6","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-22500-5_6.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2286821416.pdf","grobid_xml":"https://content.openalex.org/works/W2286821416.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W3732454","https://openalex.org/W89326617","https://openalex.org/W119876180","https://openalex.org/W176325138","https://openalex.org/W184397588","https://openalex.org/W193532828","https://openalex.org/W648460790","https://openalex.org/W1874448573","https://openalex.org/W1932126505","https://openalex.org/W1981920898","https://openalex.org/W1999346469","https://openalex.org/W2010500834","https://openalex.org/W2024791376","https://openalex.org/W2033626473","https://openalex.org/W2037858832","https://openalex.org/W2068882115","https://openalex.org/W2089967221","https://openalex.org/W2090932779","https://openalex.org/W2119541473","https://openalex.org/W2120779048","https://openalex.org/W2124268658","https://openalex.org/W2128697341","https://openalex.org/W2135436747","https://openalex.org/W2136922540","https://openalex.org/W2143430537","https://openalex.org/W2148540243","https://openalex.org/W2162340487","https://openalex.org/W2163918411","https://openalex.org/W2165167504","https://openalex.org/W2498503053","https://openalex.org/W3013694807","https://openalex.org/W3102690507","https://openalex.org/W3146248460","https://openalex.org/W4235243701","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2916255597","https://openalex.org/W3091569222","https://openalex.org/W2999302224","https://openalex.org/W1495833002","https://openalex.org/W2075635421","https://openalex.org/W3006227201","https://openalex.org/W2964631078","https://openalex.org/W3160627956","https://openalex.org/W4289715253","https://openalex.org/W2360236096"],"abstract_inverted_index":{"Harnessing":[0],"spontaneous":[1],"contributions":[2],"of":[3,15,25,78,89,98,104,121,138,161,194],"citizens":[4],"on":[5,113,131,158,183,199],"Social":[6,28,71,174,200],"Media":[7,29,72,175],"and":[8,35,56,96,118,156],"networking":[9],"sites":[10],"is":[11,31,176],"a":[12,32,53,61,79,110,122,159,181],"major":[13],"feature":[14],"the":[16,105,132,136,139],"next":[17],"generation":[18],"citizen-led":[19,84],"e-Participation":[20],"paradigm.":[21],"However,":[22],"extracting":[23,64],"information":[24,65,145,151,171,195],"interest":[26],"from":[27,38,173,196],"streams":[30,75],"challenging":[33],"task":[34],"requires":[36],"support":[37],"domain":[39,169],"specific":[40,170],"language":[41],"resources":[42],"such":[43],"as":[44,76],"lexica.":[45],"This":[46],"work":[47],"describes":[48],"our":[49,166,185],"efforts":[50],"at":[51],"developing":[52],"Knowledge":[54],"Extraction":[55],"Management":[57],"component":[58],"which":[59],"employs":[60],"lexicon":[62,111],"for":[63,83],"related":[66],"to":[67,168,190],"public":[68,99,106],"services":[69],"in":[70],"contents":[73],"or":[74,128],"part":[77],"holistic":[80],"technology":[81],"infrastructure":[82],"e-Participation.":[85],"Our":[86],"approach":[87,186],"consists":[88],"three":[90],"basic":[91],"steps":[92],"\u2013":[93],"(1)":[94],"acquisition":[95],"refinement":[97],"service":[100,107],"catalogues,":[101],"(2)":[102],"organization":[103],"names":[108],"into":[109],"based":[112,130],"different":[114],"semantic":[115],"similarity":[116],"measures":[117],"(3)":[119],"development":[120],"dictionary-based":[123],"Named":[124],"Entity":[125],"Recognizer":[126],"(NER)":[127],"\u201cspotter\u201d":[129],"lexicon.":[133],"We":[134,178],"evaluate":[135],"performance":[137],"NER":[140,152],"solution":[141],"supported":[142],"by":[143,147],"contextual":[144],"generated":[146],"two":[148],"well-known":[149],"general-purpose":[150],"tools":[153],"(DBpedia":[154],"Spotlight":[155],"Alchemy)":[157],"dataset":[160],"tweets.":[162],"Results":[163],"show":[164],"that":[165],"strategy":[167],"extraction":[172],"effective.":[177],"conclude":[179],"with":[180],"scenario":[182],"how":[184],"could":[187],"be":[188],"scaled-up":[189],"extract":[191],"other":[192],"types":[193],"citizen":[197],"discussions":[198],"Media.":[201]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}