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-Learninginbound 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 cancerslogisticsLSTMmachine learningMaximum principleMulti-classNaive Bayes ClassifierNBTreeNeedleman-Wunschneural networkOLAPonlineontologypersonalisationPersonalizephranakhon si ayutthayaPlanning Course RegistrationPrincipal component analysisPrivate organizationsProject performanceprototypingQ Learning Recommendation systemrescipeRIPPER algorithmRock phosphaterule miningSemantic Websequential patternskinSocieties 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

    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 42 เรื่อง (ตีพิมพ์ในวารสารวิชาการ 17 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
    77
    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
    21
    3E-commerce intelligent agent: Personalization travel support agent using Q LearningSrivihok A., Sukonmanee P.2005ACM International Conference Proceeding Series
    113,pp. 287-292
    18
    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
    7Building 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
    8
    8Understanding executive information systems implementation: An empirical study of EIS success factorsSrivihok A.1999Proceedings of the Hawaii International Conference on System Sciences
    ,pp. 259
    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
    10Liver 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)
    6
    11A Novel Method for Credit Scoring Based on Cost-Sensitive Neural Network EnsembleYotsawat W., Wattuya P., Srivihok A.2021IEEE Access
    9,pp. 78521-78537
    6
    12Preprocessing 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
    6
    13Rules mining based on clustering of inbound tourists in ThailandYotsawat W., Srivihok A.2015Lecture Notes in Electrical Engineering
    315,pp. 693-705
    4
    14Improved 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
    4
    15Using 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
    16Predicting 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
    3
    17Two step clustering model for K-means algorithmChayangkoon N., Srivihok A.2016ACM International Conference Proceeding Series
    ,pp. 213-217
    3
    18Prediction 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
    19Model 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
    20Data mining of international tourists in thailand by two step clustering and classificationYotsawat W., Srivihok A.2014Advanced Science Letters
    20(1),pp. 245-249
    2
    21Intellectual 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
    22Association 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
    23Enhanced classification performances of travel and tourism competitiveness model with feature selectionSrivihok A., Intrapairot A.2015Advanced Science Letters
    21(10),pp. 3170-3174
    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
    1
    25Comparative feature selection of crime data in ThailandSithiprom T., Srivihok A.2016Communications in Computer and Information Science
    652,pp. 61-71
    1
    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
    38Prediction Sequence Patterns of Tourist from the Tourism Website by Hybrid Deep Learning TechniquesKanjanasupawan J., Srivihok A., Suwannik W., Sammapun U.2022Engineering Journal
    26(7),pp. 35-48
    0