Person Image

    Education

    • 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

    Interest

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

    Administrative Profile


      Resource


      งานวิจัยในรอบ 5 ปี

      Project

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

      แนวโน้มผลงานทั้งหมดเทียบกับแนวโน้มผลงานในรอบ 5 ปี

      Output

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

      แนวโน้มการนำผลงานไปใช้ประโยชน์ในด้านต่างๆ

      Outcome

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

      รางวัลที่ได้รับ

      Award

      • 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
      62
      2Comparisons 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
      20
      3E-commerce intelligent agent: Personalization travel support agent using Q LearningSrivihok A., Sukonmanee P.2005ACM International Conference Proceeding Series
      113,pp. 287-292
      16
      4Personalized trip information for e-tourism recommendation system based on bayes theoremSrisuwan P., Srivihok A.2008IFIP International Federation for Information Processing
      255,pp. 1271-1275
      12
      5Comparison 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
      12
      6An 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
      11
      7Understanding executive information systems implementation: An empirical study of EIS success factorsSrivihok A.1999Proceedings of the Hawaii International Conference on System Sciences
      ,pp. 259
      7
      8Building 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
      7
      9Inbound 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
      6
      10Preprocessing 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
      5
      11Using 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
      4
      12Rules mining based on clustering of inbound tourists in ThailandYotsawat W., Srivihok A.2015Lecture Notes in Electrical Engineering
      315,pp. 693-705
      3
      13Liver cancer classification model using hybrid feature selection based on class-dependent technique for the central region of ThailandPanthong R., Srivihok A.2019Information (Switzerland)
      10(6)
      3
      14Prediction 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
      3
      15Two step clustering model for K-means algorithmChayangkoon N., Srivihok A.2016ACM International Conference Proceeding Series
      ,pp. 213-217
      2
      16Model 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
      2
      17Predicting 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
      2
      18Data mining of international tourists in thailand by two step clustering and classificationYotsawat W., Srivihok A.2014Advanced Science Letters
      20(1),pp. 245-249
      2
      19Intellectual 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
      1
      20Association 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
      1
      21Enhanced classification performances of travel and tourism competitiveness model with feature selectionSrivihok A., Intrapairot A.2015Advanced Science Letters
      21(10),pp. 3170-3174
      1
      22A Novel Method for Credit Scoring Based on Cost-Sensitive Neural Network EnsembleYotsawat W., Wattuya P., Srivihok A.2021IEEE Access
      9,pp. 78521-78537
      1
      23Comparative feature selection of crime data in ThailandSithiprom T., Srivihok A.2016Communications in Computer and Information Science
      652,pp. 61-71
      1
      24Text 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
      0
      25Improved 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
      0
      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
      0
      27Thai 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
      0
      28Rules mining based on clustering of inbound tourists in ThailandYotsawat W., Srivihok A.2014ARPN Journal of Engineering and Applied Sciences
      9(8),pp. 1197-1204
      0
      29To 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
      0
      30Combined algorithms for classification of conduct disorder of students in Thai vocational schoolWongpun S., Srivihok A.2009Studies in Computational Intelligence
      253,pp. 169-179
      0
      31An 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
      0
      32Intelligent agent for E-tourism: Personalization travel support agent using reinforcement learningSrivihok A., Sukonmanee P.2005CEUR Workshop Proceedings
      143
      0
      33Association rule mining for intellectual capital of enterprises in central region of ThailandSrivihok A.2009Communications in Computer and Information Science
      55 CCIS,pp. 182-190
      0
      34Individualized 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
      0
      35Comparison 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
      0
      36Intelligent 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
      0
      37Question 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
      0