{"id":"https://openalex.org/W2910639193","doi":"https://doi.org/10.1007/978-3-030-05873-9_8","title":"Shinobi: A Novel Approach for Context-Driven Testing (CDT) Using Heuristics and Machine Learning for Web Applications","display_name":"Shinobi: A Novel Approach for Context-Driven Testing (CDT) Using Heuristics and Machine Learning for Web Applications","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2910639193","doi":"https://doi.org/10.1007/978-3-030-05873-9_8","mag":"2910639193"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-05873-9_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-05873-9_8","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"},"type":"book-chapter","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/A5014448567","display_name":"Duc-Man Nguyen","orcid":"https://orcid.org/0000-0003-3344-0793"},"institutions":[{"id":"https://openalex.org/I170238339","display_name":"Duy Tan University","ror":"https://ror.org/05ezss144","country_code":"VN","type":"education","lineage":["https://openalex.org/I170238339"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Duc-Man Nguyen","raw_affiliation_strings":["Duy Tan University, Da Nang, 550000, Vietnam"],"raw_orcid":"https://orcid.org/0000-0003-3344-0793","affiliations":[{"raw_affiliation_string":"Duy Tan University, Da Nang, 550000, Vietnam","institution_ids":["https://openalex.org/I170238339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019131401","display_name":"Hoang-Nhat Do","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hoang-Nhat Do","raw_affiliation_strings":["MeU Solutions, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MeU Solutions, Ho Chi Minh City, Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071728979","display_name":"Hu\u1ef3nh Quy\u1ebft Th\u1eafng","orcid":"https://orcid.org/0000-0002-0788-6380"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Quyet-Thang Huynh","raw_affiliation_strings":["Ha Noi University of Science and Technology, Ha Noi, Vietnam"],"raw_orcid":"https://orcid.org/0000-0002-0788-6380","affiliations":[{"raw_affiliation_string":"Ha Noi University of Science and Technology, Ha Noi, Vietnam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069873483","display_name":"Dinh-Thien Vo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dinh-Thien Vo","raw_affiliation_strings":["MeU Solutions, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MeU Solutions, Ho Chi Minh City, Vietnam","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063550629","display_name":"Nhu-Hang Ha","orcid":null},"institutions":[{"id":"https://openalex.org/I170238339","display_name":"Duy Tan University","ror":"https://ror.org/05ezss144","country_code":"VN","type":"education","lineage":["https://openalex.org/I170238339"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nhu-Hang Ha","raw_affiliation_strings":["Duy Tan University, Da Nang, 550000, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Duy Tan University, Da Nang, 550000, Vietnam","institution_ids":["https://openalex.org/I170238339"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5014448567"],"corresponding_institution_ids":["https://openalex.org/I170238339"],"apc_list":null,"apc_paid":null,"fwci":1.5274,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77990431,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"86","last_page":"102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9995999932289124,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9914000034332275,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6927284002304077},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6130636930465698},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6030171513557434},{"id":"https://openalex.org/keywords/agile-software-development","display_name":"Agile software development","score":0.5533527731895447},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.48365509510040283},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47005999088287354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45611733198165894},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.43556785583496094},{"id":"https://openalex.org/keywords/web-testing","display_name":"Web testing","score":0.4327992796897888},{"id":"https://openalex.org/keywords/model-based-testing","display_name":"Model-based testing","score":0.4313257038593292},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3706711232662201},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.28419017791748047},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.20881256461143494},{"id":"https://openalex.org/keywords/web-application-security","display_name":"Web application security","score":0.15533903241157532},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15001237392425537},{"id":"https://openalex.org/keywords/web-development","display_name":"Web development","score":0.1380973756313324},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08827424049377441}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6927284002304077},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6130636930465698},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6030171513557434},{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.5533527731895447},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.48365509510040283},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47005999088287354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45611733198165894},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.43556785583496094},{"id":"https://openalex.org/C42989059","wikidata":"https://www.wikidata.org/wiki/Q7978626","display_name":"Web testing","level":5,"score":0.4327992796897888},{"id":"https://openalex.org/C165825675","wikidata":"https://www.wikidata.org/wiki/Q1399743","display_name":"Model-based testing","level":4,"score":0.4313257038593292},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3706711232662201},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.28419017791748047},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.20881256461143494},{"id":"https://openalex.org/C59241245","wikidata":"https://www.wikidata.org/wiki/Q4781497","display_name":"Web application security","level":4,"score":0.15533903241157532},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15001237392425537},{"id":"https://openalex.org/C79373723","wikidata":"https://www.wikidata.org/wiki/Q386275","display_name":"Web development","level":3,"score":0.1380973756313324},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08827424049377441},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-05873-9_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-05873-9_8","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1546984573","https://openalex.org/W1776943958","https://openalex.org/W1921791851","https://openalex.org/W2006673999","https://openalex.org/W2041470132","https://openalex.org/W2075539908","https://openalex.org/W2097242646","https://openalex.org/W2156296121","https://openalex.org/W2279370493","https://openalex.org/W2323348280","https://openalex.org/W2398007991","https://openalex.org/W2513556292","https://openalex.org/W2528388179","https://openalex.org/W2553391917","https://openalex.org/W2596617992","https://openalex.org/W2607405856","https://openalex.org/W2737288122","https://openalex.org/W2753713840","https://openalex.org/W2809851129","https://openalex.org/W2912876187","https://openalex.org/W2953390309","https://openalex.org/W4241887322","https://openalex.org/W4300009529","https://openalex.org/W6600018615","https://openalex.org/W6601977772"],"related_works":["https://openalex.org/W2386045658","https://openalex.org/W2362765895","https://openalex.org/W2952740084","https://openalex.org/W2141763894","https://openalex.org/W2125000816","https://openalex.org/W2188858895","https://openalex.org/W1663662652","https://openalex.org/W2379537150","https://openalex.org/W166851811","https://openalex.org/W2085543444"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}