{"id":"https://openalex.org/W3011185960","doi":"https://doi.org/10.1109/aiccsa47632.2019.9035296","title":"Mining the Global Terrorism Dataset using Machine Learning Algorithms","display_name":"Mining the Global Terrorism Dataset using Machine Learning Algorithms","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3011185960","doi":"https://doi.org/10.1109/aiccsa47632.2019.9035296","mag":"3011185960"},"language":"en","primary_location":{"id":"doi:10.1109/aiccsa47632.2019.9035296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa47632.2019.9035296","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)","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/A5109452884","display_name":"Alaa Saleh Alsaedi","orcid":null},"institutions":[{"id":"https://openalex.org/I23075662","display_name":"Taibah University","ror":"https://ror.org/01xv1nn60","country_code":"SA","type":"education","lineage":["https://openalex.org/I23075662"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Alaa S. Alsaedi","raw_affiliation_strings":["Department of Computer Science and Engineering, College of Computer Science Taibah University, Madinah, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, College of Computer Science Taibah University, Madinah, Saudi Arabia","institution_ids":["https://openalex.org/I23075662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066498686","display_name":"Arwa S. Almobarak","orcid":null},"institutions":[{"id":"https://openalex.org/I23075662","display_name":"Taibah University","ror":"https://ror.org/01xv1nn60","country_code":"SA","type":"education","lineage":["https://openalex.org/I23075662"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Arwa S. Almobarak","raw_affiliation_strings":["Department of Computer Science and Engineering, College of Computer Science Taibah University, Madinah, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, College of Computer Science Taibah University, Madinah, Saudi Arabia","institution_ids":["https://openalex.org/I23075662"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102733255","display_name":"Saad Alharbi","orcid":"https://orcid.org/0000-0003-0913-8631"},"institutions":[{"id":"https://openalex.org/I23075662","display_name":"Taibah University","ror":"https://ror.org/01xv1nn60","country_code":"SA","type":"education","lineage":["https://openalex.org/I23075662"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Saad T. Alharbi","raw_affiliation_strings":["Department of Computer Science and Engineering, College of Computer Science Taibah University, Madinah, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, College of Computer Science Taibah University, Madinah, Saudi Arabia","institution_ids":["https://openalex.org/I23075662"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.34857106,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"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/T10994","display_name":"Terrorism, Counterterrorism, and Political Violence","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T10994","display_name":"Terrorism, Counterterrorism, and Political Violence","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9505000114440918,"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":0.7505397200584412},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6467519998550415},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5941755771636963},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5607790946960449},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5567208528518677},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5549088716506958},{"id":"https://openalex.org/keywords/terrorism","display_name":"Terrorism","score":0.534749448299408},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4697563648223877},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4472631812095642},{"id":"https://openalex.org/keywords/spare-part","display_name":"Spare part","score":0.4186166226863861},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.41467708349227905},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38108620047569275},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.17491084337234497},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10230916738510132}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7505397200584412},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6467519998550415},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5941755771636963},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5607790946960449},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5567208528518677},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5549088716506958},{"id":"https://openalex.org/C203133693","wikidata":"https://www.wikidata.org/wiki/Q7283","display_name":"Terrorism","level":2,"score":0.534749448299408},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4697563648223877},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4472631812095642},{"id":"https://openalex.org/C194648553","wikidata":"https://www.wikidata.org/wiki/Q1364774","display_name":"Spare part","level":2,"score":0.4186166226863861},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.41467708349227905},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38108620047569275},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.17491084337234497},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10230916738510132},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aiccsa47632.2019.9035296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa47632.2019.9035296","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W921115760","https://openalex.org/W1542825220","https://openalex.org/W1547094861","https://openalex.org/W1672197616","https://openalex.org/W1672729248","https://openalex.org/W1985372952","https://openalex.org/W2112138383","https://openalex.org/W2122689096","https://openalex.org/W2140190241","https://openalex.org/W2157352835","https://openalex.org/W2177383512","https://openalex.org/W2588794268","https://openalex.org/W2607232342","https://openalex.org/W2765898401","https://openalex.org/W2785970722","https://openalex.org/W2793382822","https://openalex.org/W2797696472","https://openalex.org/W4300503185","https://openalex.org/W6632422714","https://openalex.org/W6632752454","https://openalex.org/W6637220663","https://openalex.org/W6682798158","https://openalex.org/W6884990358"],"related_works":["https://openalex.org/W4367336074","https://openalex.org/W3154045278","https://openalex.org/W4379620016","https://openalex.org/W4393666307","https://openalex.org/W3210764983","https://openalex.org/W4393443811","https://openalex.org/W4367335949","https://openalex.org/W3089416646","https://openalex.org/W4396816114","https://openalex.org/W4380048833"],"abstract_inverted_index":{"From":[0],"the":[1,4,46,49,61,74,124,131,134,140,183,188,192,197,204,208,211,225,229,233,237,241],"beginning":[2],"of":[3,48,86,113,126,133,210,215],"present":[5],"century,":[6],"terrorist":[7,105,135],"attacks":[8,76],"have":[9],"represented":[10],"a":[11,110],"massive":[12],"concern":[13],"for":[14,179,187,196],"both":[15],"developed":[16],"and":[17,33,53,77,93,108,129,157,219],"developing":[18],"countries":[19,22],"alike.":[20],"Therefore,":[21],"spare":[23],"no":[24],"effort":[25],"to":[26,31,37,44,60,69,100,164,174],"use":[27],"all":[28],"available":[29,50],"means":[30],"fight":[32],"eradicate":[34],"them.":[35],"Due":[36],"this,":[38,144],"we":[39,118,145,162,206],"aim":[40],"through":[41],"this":[42],"paper,":[43,117],"take":[45],"advantages":[47],"data":[51,184],"mining":[52],"machine":[54,148],"learning":[55,149],"techniques,":[56],"by":[57,91],"applying":[58],"them":[59,99],"Global":[62],"Terrorism":[63],"Database":[64],"(GTD)":[65],"dataset":[66],"in":[67,213],"order":[68],"acquire":[70],"valuable":[71],"information":[72],"about":[73],"predicted":[75],"attackers.":[78],"We":[79,222],"believe":[80],"that":[81,137,224],"these":[82],"models":[83,212,227,235],"will":[84],"be":[85],"great":[87],"benefit":[88],"when":[89],"utilized":[90],"governments":[92],"intelligence":[94],"agencies;":[95],"since":[96],"they":[97],"help":[98],"make":[101],"pre-emptive":[102],"strikes":[103],"against":[104],"groups":[106],"quickly":[107],"over":[109],"short":[111],"period":[112],"time.":[114],"In":[115,203],"our":[116,166],"focus":[119],"on":[120],"two":[121,176],"tasks:":[122],"predicting":[123,130],"success":[125],"an":[127],"attack":[128],"identity":[132],"organization":[136],"is":[138],"behind":[139],"attack.":[141],"To":[142],"implement":[143],"adopted":[146],"three":[147,242],"algorithms:":[150],"K-nearest":[151],"neighbor":[152],"(KNN),":[153],"Naive":[154],"Bayes":[155],"(NB)":[156],"Random":[158],"Forest":[159],"(RF),":[160],"which":[161],"used":[163,173],"train":[165],"models.":[167,244],"More":[168],"specifically,":[169],"each":[170,180],"algorithm":[171,243],"was":[172,201],"construct":[175],"models,":[177,231],"one":[178],"task,":[181],"where":[182],"were":[185,236],"sampled":[186],"first":[189],"model":[190,199],"using":[191],"holdout":[193],"method,":[194],"while":[195,232],"second":[198],"cross-validation":[200],"employed.":[202],"end,":[205],"compared":[207],"performance":[209],"terms":[214],"accuracy,":[216],"precision,":[217],"recall":[218],"F-measure":[220],"metrics.":[221],"noticed":[223],"RF":[226],"outperformed":[228],"other":[230],"NB":[234],"least":[238],"efficient":[239],"among":[240]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}