Person Image


    • วท.บ.(จุลชีววิทยา), จุฬาลงกรณ์มหาวิทยาลัย , ไทย, 2522
    • M.S.(Engineering-Computer Science), University of Mississippi , สหรัฐอเมริกา, 2527
    • Ph.D.(Information Systems), Central Queensland University , ออสเตรเลีย, 2541

    Expertise Cloud

    Agriculture KnowledgebaseApriori algorithmAssociation rulesAutomatic term weightingBag-of-wordsBayes theoremBayesian NetworkclassificationCompetitivenessComputer sciencecrimedata miningDigital librariesdimension reductionDiseasesDissolutionDocument RetrievalDomeestic Touriste-commercee-LearningensembleEnsemble learningEnsemble learning algorithminbound tourisminbound touristinformation systemsInformation technologyIntangible assetsIntellectual CapitalIntellectual Capital - association rules - Apriori algorithm - data mining intelligent agentInternet usageiphoneK-MeanK-MeansK-Means Algorithmknnowledge map, knowledge management, clKnowledge baseKnowledge based systemsKnowledge managementKnowledge mapknowledge mappingKnowledge reuseKnowledgebase SystemKnowledge-sharingLarge datasetLearning systemsLiver cancerLiver cancerslogisticsmachine learningMaximum principleMulti-classNaive Bayes ClassifierNBTreeneural networkOLAPonlineontologypersonalisationPersonalizephranakhon si ayutthayaPlanning Course RegistrationPrincipal component analysisPrivate organizationsProject performanceprototypingQ Learning Recommendation systemrescipeRIPPER algorithmRock phosphaterule miningSemantic WebskinSocieties and institutionsSoilSoilsSOMTechnology transferText classificationtf-idfThai herbsTheory of Planned Behaviortourismtourists attributesTraditional systemsTravel tourismUnsupervised learningVirtual Learning CommunitiesWord embeddingการวัดทุนทางปัญญา ฐานข้อมูลทุนทางปัญญา แผนที่ความรู้ระบบค้นหาข้อมูลระบบแนะนำสมุนไพรออนโทโลยีอาหารปลอดภัย


    Information Systems, Data Mining, Decision Support Systems, Knowledge Management

    Administrative Profile


      งานวิจัยในรอบ 5 ปี


      • ทุนใน 0 โครงการ
      • ทุนนอก 0 โครงการ
      • ทุนใน 5 โครงการ (หัวหน้าโครงการ 5 โครงการ)
      • ทุนนอก 3 โครงการ (หัวหน้าโครงการ 2 โครงการ, ผู้ร่วมวิจัย 1 โครงการ)

      แนวโน้มผลงานทั้งหมดเทียบกับแนวโน้มผลงานในรอบ 5 ปี


      • บทความ 41 เรื่อง (ตีพิมพ์ในวารสารวิชาการ 16 เรื่อง, นำเสนอในการประชุม/สัมมนา 25 เรื่อง)



      • การนำผลงานไปใช้ประโยชน์ 4 เรื่อง (เชิงวิชาการ 2 เรื่อง, เชิงนโยบาย/บริหาร 0 เรื่อง, เชิงสาธารณะ 2 เรื่อง, เชิงพาณิชย์ 0 เรื่อง)



      • รางวัลที่ได้รับ 0 เรื่อง (ประกาศเกียรติคุณ/รางวัลนักวิจัย 0 เรื่อง, รางวัลผลงานวิจัย/สิ่งประดิษฐ์ 0 เรื่อง, รางวัลผลงานนำเสนอในการประชุมวิชาการ 0 เรื่อง)

      Scopus h-index

      #Document titleAuthorsYearSourceCited by
      1Wrapper Feature Subset Selection for Dimension Reduction Based on Ensemble Learning AlgorithmPanthong R., Srivihok A.2015Procedia Computer Science
      72,pp. 162-169
      2Association rule mining for intellectual capital of enterprises in central region of ThailandSrivihok A.2009Communications in Computer and Information Science
      55 CCIS,pp. 182-190
      3Intellectual capital of enterprises in Thailand: Measurement model by baysean network algorithmSrivihok A.2008Innovation and Knowledge Management in Business Globalization: Theory and Practice - Proceedings of the 10th International Business Information Management Association Conference
      1-2,pp. 634-640
      4E-commerce intelligent agent: Personalization travel support agent using Q LearningSrivihok A., Sukonmanee P.2005ACM International Conference Proceeding Series
      113,pp. 287-292
      5Comparison of classification algorithm performances in knowledge mapping for organization expertsSukontrawongsarote B., Srivihok A.2007Proceedings of the International Conference on Electronic Business (ICEB)
      ,pp. 47-53
      6Comparisons of classifier algorithms: Bayesian network, C4.5, Decision Forest and NBTree for Course Registration Planning Model of undergraduate studentsPumpuang P., Pumpuang P., Srivihok A., Praneetpolgrang P.2008Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
      ,pp. 3647-3651
      7Individualized e-Learning system: Agent for learning mathematics in primary education in ThailandPanjawaranonda A., Srivihok A.20059th Pacific Asia Conference on Information Systems: I.T. and Value Creation, PACIS 2005
      ,pp. 1160-1167
      8Prediction of tourist behaviour: Tourist visiting places by adapting convolutional long short-Term deep learningKanjanasupawan J., Chen Y.C., Thaipisutikul T., Shih T.K., Srivihok A.2019Proceedings of 2019 International Conference on System Science and Engineering, ICSSE 2019
      ,pp. 12-17
      9Text classification model for methamphetamine-related tweets in Southeast Asia using dual data preprocessing techniquesChayangkoon N., Srivihok A.2021International Journal of Electrical and Computer Engineering
      11(4),pp. 3617-3628
      10Two step clustering model for K-means algorithmChayangkoon N., Srivihok A.2016ACM International Conference Proceeding Series
      ,pp. 213-217
      11Liver cancer classification model using hybrid feature selection based on class-dependent technique for the central region of ThailandPanthong R., Srivihok A.2019Information (Switzerland)
      12Improved credit scoring model using XGBoost with Bayesian hyper-parameter optimizationYotsawat W., Wattuya P., Srivihok A.2021International Journal of Electrical and Computer Engineering
      11(6),pp. 5477-5487
      13A Novel Method for Credit Scoring Based on Cost-Sensitive Neural Network EnsembleYotsawat W., Wattuya P., Srivihok A.2021IEEE Access
      9,pp. 78521-78537
      14Rules mining based on clustering of inbound tourists in ThailandYotsawat W., Srivihok A.2015Lecture Notes in Electrical Engineering
      315,pp. 693-705
      15To be or not be competitive country: Analysis of travel and tourism competitiveness index by multiple data mining techniquesSrivihok A., Intrapairot A.20162016 6th International Workshop on Computer Science and Engineering, WCSE 2016
      ,pp. 206-213
      16Understanding executive information systems implementation: An empirical study of EIS success factorsSrivihok A.1999Proceedings of the Hawaii International Conference on System Sciences
      ,pp. 259
      17Intelligent agent for E-tourism: Personalization travel support agent using reinforcement learningSrivihok A., Sukonmanee P.2005CEUR Workshop Proceedings
      18Using Bayesian Network for planning course registration model for undergraduate studentsPumpuang P., Srivihok A., Praneetpolgrang P., Numprasertchai S.20082008 2nd IEEE International Conference on Digital Ecosystems and Technologies, IEEE-DEST 2008
      ,pp. 492-496
      19Inbound tourists segmentation with combined algorithms using K-Means and Decision TreeYotsawat W., Srivihok A.2013Proceedings of the 2013 10th International Joint Conference on Computer Science and Software Engineering, JCSSE 2013
      ,pp. 189-194
      20Thai domestic tourists clustering model using machine learning Techniques: Case study of phranakhon si ayutthaya province, ThailandYotsawat W., Srivihok A.2016Information (Japan)
      19(2),pp. 413-422
      21Data mining of international tourists in thailand by two step clustering and classificationYotsawat W., Srivihok A.2014Advanced Science Letters
      20(1),pp. 245-249
      22An evaluation model for e-Learning websites in Thailand UniversityPruengkarn R., Praneetpolgrang P., Srivihok A.2005Proceedings - 5th IEEE International Conference on Advanced Learning Technologies, ICALT 2005
      2005,pp. 161-162
      23Comparison of attribute selection techniques and algorithms in classifying bad behaviors of vocational education studentsWongpun S., Srivihok A.20082008 2nd IEEE International Conference on Digital Ecosystems and Technologies, IEEE-DEST 2008
      ,pp. 526-531
      24Question analysis and answering system for the Internet usages by using ontology and concept weightingRagngam N., Srivihok A.2005Proceedings of the International Conference on Electronic Business (ICEB)
      ,pp. 967-970
      25Enhanced classification performances of travel and tourism competitiveness model with feature selectionSrivihok A., Intrapairot A.2015Advanced Science Letters
      21(10),pp. 3170-3174
      26Narcotic-related tweet classification in asia using sentence vector of word embedding with feature extensionChayangkoon N., Srivihok A.2021Engineering and Applied Science Research
      48(5),pp. 547-559
      27Personalized trip information for e-tourism recommendation system based on bayes theoremSrisuwan P., Srivihok A.2008IFIP International Federation for Information Processing
      255,pp. 1271-1275
      28Intelligent agent for call center: Using data mining techniques and olap for automatic answering internet usage problemsSrivihok A., Rakngam N.2007Proceedings of the International Conference on Electronic Business (ICEB)
      ,pp. 54-60
      29Preprocessing of imbalanced breast cancer data using feature selection combined with over-sampling technique for classificationJojan J., Srivihok A.20132013 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2013
      ,pp. 407-412
      30Comparative feature selection of crime data in ThailandSithiprom T., Srivihok A.2016Communications in Computer and Information Science
      652,pp. 61-71
      31Rules mining based on clustering of inbound tourists in ThailandYotsawat W., Srivihok A.2014ARPN Journal of Engineering and Applied Sciences
      9(8),pp. 1197-1204
      32Association rule mining for project performance measurement of technology transfer centers in ThailandSrivihok A., Mongkolsripattana S.20082008 2nd IEEE International Conference on Digital Ecosystems and Technologies, IEEE-DEST 2008
      ,pp. 265-269
      33Building Fexpert: System for searching experts in research university using K-Means algorithmsAnongnart S.20122012 IEEE Symposium on Computers and Informatics, ISCI 2012
      ,pp. 176-179
      34Model of inbound Asean economics community tourists in thailand by using twining of feature selection and classification algorithmsSrivihok A., Intrapairot A.2014Advanced Science Letters
      20(10-12),pp. 2202-2205
      35Predicting the dissolution of four rock phosphates in flooded acid sulfate soils of ThailandYampracha S., Attanandana T., Sidibé-Diarra A., Srivihok A., Yost R.S.2006Soil Science
      171(3),pp. 200-209
      36Combined algorithms for classification of conduct disorder of students in Thai vocational schoolWongpun S., Srivihok A.2009Studies in Computational Intelligence
      253,pp. 169-179
      37An effective quality assessment model for e-leaning websites in ThailandPruengkarn R., Praneetpolgrang P., Srivihok A.20053rd International Conference on Education and Information Systems: Technologies and Applications, EISTA 2005, Proceedings
      2,pp. 236-241