{"id":"https://openalex.org/W2586514013","doi":"https://doi.org/10.4018/ijkss.2017040101","title":"A Social Media Mining and Analysis Approach for Supporting Cyber Youth Work","display_name":"A Social Media Mining and Analysis Approach for Supporting Cyber Youth Work","publication_year":2017,"publication_date":"2017-02-07","ids":{"openalex":"https://openalex.org/W2586514013","doi":"https://doi.org/10.4018/ijkss.2017040101","mag":"2586514013"},"language":"en","primary_location":{"id":"doi:10.4018/ijkss.2017040101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijkss.2017040101","pdf_url":null,"source":{"id":"https://openalex.org/S200968236","display_name":"International Journal of Knowledge and Systems Science","issn_l":"1947-8208","issn":["1947-8208","1947-8216"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Knowledge and Systems Science","raw_type":"journal-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/A5007091619","display_name":"W.M. Wang","orcid":"https://orcid.org/0000-0003-1188-4537"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"W.M. Wang","raw_affiliation_strings":["Knowledge Management and Innovation Research Centre, Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Knowledge Management and Innovation Research Centre, Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Benny C.F. Cheung","orcid":null},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Benny C.F. Cheung","raw_affiliation_strings":["Knowledge Management and Innovation Research Centre, Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Knowledge Management and Innovation Research Centre, Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076576743","display_name":"Zeno C. S. Leung","orcid":"https://orcid.org/0000-0001-8632-7466"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Zeno C.S. Leung","raw_affiliation_strings":["Centre for Third Sector Studies, Department of Applied Social Sciences, The Hong Kong Polytechnic University Hong Kong, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Third Sector Studies, Department of Applied Social Sciences, The Hong Kong Polytechnic University Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061396090","display_name":"Ka\u2010Hou Chan","orcid":"https://orcid.org/0000-0002-0183-0685"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"K.H. Chan","raw_affiliation_strings":["Department of Industrial and Systems Engineering,The Hong Kong Polytechnic University, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering,The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040152979","display_name":"Eric W.K. See-To","orcid":"https://orcid.org/0000-0001-9864-7328"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Eric W.K. See-To","raw_affiliation_strings":["Knowledge Management and Innovation Research Centre, Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Knowledge Management and Innovation Research Centre, Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0256,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.893322,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"8","issue":"2","first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.9957000017166138,"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"}},"topics":[{"id":"https://openalex.org/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.9957000017166138,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9936000108718872,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7368224859237671},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5869083404541016},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5618018507957458},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5494491457939148},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.5305968523025513},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.49756672978401184},{"id":"https://openalex.org/keywords/positive-youth-development","display_name":"Positive Youth Development","score":0.48966220021247864},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.46202075481414795},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.45022082328796387},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.42629432678222656},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4161868691444397},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3836967945098877},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3243112564086914},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1769014596939087},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12526169419288635}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7368224859237671},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5869083404541016},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5618018507957458},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5494491457939148},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.5305968523025513},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.49756672978401184},{"id":"https://openalex.org/C21788436","wikidata":"https://www.wikidata.org/wiki/Q7233299","display_name":"Positive Youth Development","level":2,"score":0.48966220021247864},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.46202075481414795},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.45022082328796387},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.42629432678222656},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4161868691444397},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3836967945098877},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3243112564086914},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1769014596939087},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12526169419288635},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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:10.4018/ijkss.2017040101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijkss.2017040101","pdf_url":null,"source":{"id":"https://openalex.org/S200968236","display_name":"International Journal of Knowledge and Systems Science","issn_l":"1947-8208","issn":["1947-8208","1947-8216"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Knowledge and Systems Science","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jkss00:v:8:y:2017:i:2:p:1-16","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJKSS.2017040101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.44999998807907104,"display_name":"Good health and well-being"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322598","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1529785769","https://openalex.org/W1670971508","https://openalex.org/W1774848501","https://openalex.org/W1859870470","https://openalex.org/W1964205247","https://openalex.org/W1971788485","https://openalex.org/W1979552911","https://openalex.org/W1998970095","https://openalex.org/W2001015688","https://openalex.org/W2009746817","https://openalex.org/W2011749199","https://openalex.org/W2017222387","https://openalex.org/W2021167633","https://openalex.org/W2022893123","https://openalex.org/W2023170923","https://openalex.org/W2044156661","https://openalex.org/W2052003330","https://openalex.org/W2053913534","https://openalex.org/W2063978074","https://openalex.org/W2072969549","https://openalex.org/W2076587921","https://openalex.org/W2080332319","https://openalex.org/W2094290594","https://openalex.org/W2102742655","https://openalex.org/W2102892431","https://openalex.org/W2110646369","https://openalex.org/W2112230955","https://openalex.org/W2113631586","https://openalex.org/W2113958030","https://openalex.org/W2146307317","https://openalex.org/W2155678726","https://openalex.org/W2164061616","https://openalex.org/W2165798627","https://openalex.org/W2171469118","https://openalex.org/W2176560786","https://openalex.org/W2182076747","https://openalex.org/W2224826979","https://openalex.org/W2226594806","https://openalex.org/W2320464431","https://openalex.org/W2322190778","https://openalex.org/W2324714615","https://openalex.org/W2342277703","https://openalex.org/W2393957295","https://openalex.org/W2398203258","https://openalex.org/W2408106128","https://openalex.org/W2471400000","https://openalex.org/W2765543933","https://openalex.org/W3122130906","https://openalex.org/W4255373470","https://openalex.org/W6661335837","https://openalex.org/W6823183318"],"related_works":["https://openalex.org/W2401437213","https://openalex.org/W2559384554","https://openalex.org/W2142339466","https://openalex.org/W2559183285","https://openalex.org/W4379231730","https://openalex.org/W2913632029","https://openalex.org/W2189318474","https://openalex.org/W2143968377","https://openalex.org/W2001623359","https://openalex.org/W2035653613"],"abstract_inverted_index":{"Cyber":[0],"youth":[1,20,51,122],"work":[2],"is":[3,44,91],"a":[4,36,134],"pioneering":[5],"and":[6,25,40,62,77,153],"proactive":[7],"approach":[8,72],"used":[9,92],"by":[10,104,127],"non-government":[11],"organizations":[12],"to":[13,46,93,119,132,143],"address":[14],"the":[15,19,32,95,109,117,128,138,145,148],"changing":[16],"needs":[17],"of":[18,35,116,147],"groups,":[21],"particularly":[22],"those":[23],"at-risk":[24],"\u201chidden\u201d":[26],"young":[27],"people.":[28],"This":[29],"paper":[30],"describes":[31],"development":[33],"process":[34],"social":[37,68,88],"media":[38],"mining":[39],"analysis":[41,79,90],"method,":[42],"which":[43,73],"built":[45],"facilitate":[47],"services":[48],"for":[49,59,80,157],"cyber":[50,121],"work.":[52,123],"The":[53,124],"method":[54,58,118,129],"incorporates":[55],"an":[56],"iterative":[57],"collecting,":[60],"selecting":[61],"extracting":[63],"domain":[64],"keywords":[65],"in":[66],"selected":[67],"media.":[69],"A":[70,98],"hybrid":[71],"combines":[74],"heuristic":[75],"rules":[76],"n-gram":[78],"bilingual":[81],"word":[82],"segmentation":[83],"has":[84,101],"been":[85,102],"developed.":[86],"Then,":[87],"network":[89],"analyze":[94],"extracted":[96],"results.":[97],"pilot":[99],"study":[100,110],"done":[103],"using":[105],"drug":[106],"abuse":[107],"as":[108],"topic.":[111],"It":[112,141],"demonstrated":[113],"high":[114],"potential":[115],"enhance":[120],"weights":[125],"deduced":[126],"have":[130,133],"found":[131],"positive":[135],"correlation":[136],"with":[137],"benchmarked":[139],"scores.":[140],"helps":[142],"understand":[144],"characteristic":[146],"network,":[149],"identify":[150],"target":[151],"clients,":[152],"provide":[154],"data":[155],"support":[156],"marking":[158],"decisions.":[159]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}