{"id":"https://openalex.org/W2584195507","doi":"https://doi.org/10.1109/bigdata.2016.7840771","title":"Classification of massive mobile web log URLs for customer profiling & analytics","display_name":"Classification of massive mobile web log URLs for customer profiling & analytics","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2584195507","doi":"https://doi.org/10.1109/bigdata.2016.7840771","mag":"2584195507"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2016.7840771","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2016.7840771","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Big Data (Big Data)","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/A5087137735","display_name":"Rajaraman Kanagasabai","orcid":"https://orcid.org/0000-0001-6177-9570"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Rajaraman Kanagasabai","raw_affiliation_strings":["Data Analytics Department, Institute for Infocomm Research A*STAR, Singapore"],"affiliations":[{"raw_affiliation_string":"Data Analytics Department, Institute for Infocomm Research A*STAR, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088939411","display_name":"Anitha Veeramani","orcid":null},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Anitha Veeramani","raw_affiliation_strings":["Data Analytics Department, Institute for Infocomm Research A*STAR, Singapore"],"affiliations":[{"raw_affiliation_string":"Data Analytics Department, Institute for Infocomm Research A*STAR, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035592008","display_name":"Hu Shangfeng","orcid":null},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Hu Shangfeng","raw_affiliation_strings":["Data Analytics Department, Institute for Infocomm Research A*STAR, Singapore"],"affiliations":[{"raw_affiliation_string":"Data Analytics Department, Institute for Infocomm Research A*STAR, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023496402","display_name":"Kajanan Sangaralingam","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kajanan Sangaralingam","raw_affiliation_strings":["DataSpark Singapore Telecommunications Singapore"],"affiliations":[{"raw_affiliation_string":"DataSpark Singapore Telecommunications Singapore","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019883606","display_name":"Giuseppe Manai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Giuseppe Manai","raw_affiliation_strings":["DataSpark Singapore Telecommunications Singapore"],"affiliations":[{"raw_affiliation_string":"DataSpark Singapore Telecommunications Singapore","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5087137735"],"corresponding_institution_ids":["https://openalex.org/I115228651","https://openalex.org/I3005327000"],"apc_list":null,"apc_paid":null,"fwci":0.6635,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81631611,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"521","issue":null,"first_page":"1609","last_page":"1614"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9997000098228455,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9997000098228455,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9987999796867371,"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":0.7288680076599121},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6667953729629517},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.6391494274139404},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6140828132629395},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6107496023178101},{"id":"https://openalex.org/keywords/web-analytics","display_name":"Web analytics","score":0.5665972828865051},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.5132879614830017},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.47550496459007263},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4597277045249939},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.42441314458847046},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.4077587127685547},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3747102618217468},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.27203136682510376},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.23071065545082092},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.21195441484451294},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1943870484828949},{"id":"https://openalex.org/keywords/web-application-security","display_name":"Web application security","score":0.13867217302322388},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1336422562599182},{"id":"https://openalex.org/keywords/web-development","display_name":"Web development","score":0.13208967447280884},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.12479948997497559}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7288680076599121},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6667953729629517},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.6391494274139404},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6140828132629395},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6107496023178101},{"id":"https://openalex.org/C516187249","wikidata":"https://www.wikidata.org/wiki/Q10719477","display_name":"Web analytics","level":5,"score":0.5665972828865051},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.5132879614830017},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.47550496459007263},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4597277045249939},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.42441314458847046},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.4077587127685547},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3747102618217468},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.27203136682510376},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.23071065545082092},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21195441484451294},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1943870484828949},{"id":"https://openalex.org/C59241245","wikidata":"https://www.wikidata.org/wiki/Q4781497","display_name":"Web application security","level":4,"score":0.13867217302322388},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1336422562599182},{"id":"https://openalex.org/C79373723","wikidata":"https://www.wikidata.org/wiki/Q386275","display_name":"Web development","level":3,"score":0.13208967447280884},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.12479948997497559},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2016.7840771","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2016.7840771","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1984868580","https://openalex.org/W2003471189","https://openalex.org/W2008781077","https://openalex.org/W2053458824","https://openalex.org/W2059586463","https://openalex.org/W2067223933","https://openalex.org/W2140316698","https://openalex.org/W2153579005","https://openalex.org/W2214336058","https://openalex.org/W2396955217","https://openalex.org/W4294170691","https://openalex.org/W6663664920","https://openalex.org/W6682691769","https://openalex.org/W6712391810"],"related_works":["https://openalex.org/W2161444195","https://openalex.org/W2589019771","https://openalex.org/W2985540061","https://openalex.org/W2185012154","https://openalex.org/W4252521128","https://openalex.org/W2928320532","https://openalex.org/W4287867321","https://openalex.org/W2911183501","https://openalex.org/W2104014222","https://openalex.org/W1565188533"],"abstract_inverted_index":{"Many":[0],"telecommunication":[1],"companies":[2],"today":[3],"have":[4],"actively":[5],"started":[6],"to":[7,26,53,60,73],"transform":[8],"the":[9],"way":[10],"they":[11],"do":[12],"business,":[13],"going":[14],"beyond":[15],"communication":[16],"infrastructure":[17],"providers":[18,25],"are":[19],"repositioning":[20],"themselves":[21],"as":[22],"data-driven":[23],"service":[24],"create":[27],"new":[28,62],"revenue":[29],"streams.":[30],"In":[31],"this":[32],"paper,":[33],"we":[34],"present":[35],"a":[36,41],"novel":[37],"industrial":[38],"application":[39],"where":[40],"scalable":[42],"Big":[43],"data":[44],"approach":[45],"combined":[46],"with":[47],"deep":[48],"learning":[49],"is":[50],"used":[51],"successfully":[52],"classify":[54],"massive":[55],"mobile":[56],"web":[57,67],"log":[58],"data,":[59],"get":[61],"aggregated":[63],"insights":[64],"on":[65],"customer":[66],"behaviors":[68],"that":[69],"could":[70],"be":[71],"applied":[72],"various":[74],"industry":[75],"verticals.":[76]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}