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題名:應用文本探勘技術之會計分錄測試方法
書刊名:當代會計
作者:孫嘉明陳慧巧彭宇晨
作者(外文):Sun, Chia-mingChen, Hui-chiaoPeng, Yu-chen
出版日期:2021
卷期:22:2
頁次:頁181-205
主題關鍵詞:會計分錄測試風險評估文本探勘特徵選取Journal entries testingRisk assessmentText miningFeature selection
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:33
  • 點閱點閱:6
期刊論文
1.Peffers, Ken、Tuunanen, Tuure、Rothenberger, Marcus A.、Chatterjee, Samir(2007)。A Design Science Research Methodology for Information Systems Research。Journal of Management Information Systems,24(3),45-78。  new window
2.Kloptchenko, A.、Eklund, T.、Karlsson, J.、Back, B.、Vanharanta, H.、Visa, A.(2004)。Combining data and text mining techniques for analysing financial reports。Intelligent systems in accounting, finance and management,12(1),29-41。  new window
3.McCarthy, W. E.(1982)。The REA Accounting Model: A Generalized Framework for Accounting Systems in a Shared Data Environment。The Accounting Review,57(3),554-578。  new window
4.周濟群、連子杰(20110500)。運用文字探勘與XBRL技術提升企業資訊擷取與整合效益之研究。當代會計,12(1),85-114。new window  延伸查詢new window
5.陳良駒、張正宏、陳日鑫(20101000)。以特徵詞共現特性探討知識管理研究議題相關性--使用共詞與關聯法則分析。資訊管理學報,17(4),31-60。new window  延伸查詢new window
6.Ata, H. A.、Seyrek, I. H.(2009)。The Use of Data Mining Techniques In Detecting Fraudulent Financial Statements: An Application On Manufacturing Firms。Suleyman Demirel University Journal of Faculty of Economics & Administrative Sciences,14(2),157-170。  new window
7.Lungu, I.、Vătuiu, T.(2007)。Computer assisted audit techniques。Annals of the University of Petrosani: Economics,7,217-224。  new window
8.陳世榮(20151200)。社會科學研究中的文字探勘應用:以文意為基礎的文件分類及其問題。人文及社會科學集刊,27(4),683-718。new window  延伸查詢new window
9.王明昌、鄭揚耀、柯建全(20150700)。企業財務危機前之媒體管理。會計評論,61,77-119。new window  延伸查詢new window
10.Frawley, W. J.、Piatetsky-Shapiro, G.、Matheus, C. J.(1992)。Knowledge Discovery in Databases: An Overview。AI Magazine,13(3),57-70。  new window
11.Loughran, Tim、McDonald, Bill(2016)。Textual Analysis in Accounting and Finance: A Survey。Journal of Accounting Research,54(4),1187-1230。  new window
12.Brown-Liburd, H.、Vasarhelyi, M. A.(2015)。Big Data and Audit Evidence。Journal of Emerging Technologies in Accounting,12(1),1-16。  new window
13.曾元顯(20040600)。應用於資訊檢索的中文OCR錯誤詞彙自動更正。中國圖書館學會會報,72,23-31。new window  延伸查詢new window
14.陳裕菘、謝邦昌、李勝輝、陳郁婷(20140200)。運用文字探勘與資料採礦技術建立匯率預測模型--以人民幣兌新臺幣為例。數據分析,9(1),133-146。new window  延伸查詢new window
15.Tsai, M. F.、Wang, C. J.(2017)。On the risk prediction and analysis of soft information in finance reports。European Journal of Operational Research,257(1),243-250。  new window
16.Sun, T.、Vasarhelyi, M. A.(2018)。Embracing textual data analytics in auditing with deep learning。The International Journal of Digital Accounting Research,18,49-67。  new window
17.Shirata, C. Y.、Sakagami, M.(2008)。An analysis of the "going concern assumption": Text mining from Japanese financial reports。Journal of Emerging Technologies in Accounting,5(1),1-16。  new window
18.Liu, Y.、Moffitt, K. C.(2016)。Text mining to uncover the intensity of SEC comment letters and its association with the probability of 10 K restatement。Journal of Emerging Technologies in Accounting,13(1),85-94。  new window
19.Guan, J.、Levitan, A. S.、Kuhn, J. R. Jr.(2013)。How AIS can progress along with ontology research in IS。International Journal of Accounting Information Systems,14(1),21-38。  new window
20.Geerts, G. L.(2008)。Introduction to the REA 25th anniversary special section。Journal of Information Systems,22(2),215-217。  new window
21.Fukukawa, H.、Mock, T. J.(2012)。Auditors' evidence evaluation and aggregation using beliefs and probabilities。International Journal of Approximate Reasoning,53(2),190-199。  new window
22.Fisher, Ingrid E.、Garnsey, Margaret R.、Hughes, Mark E.(2016)。Natural language processing in accounting, auditing and finance: A synthesis of the literature with a roadmap for future research。Intelligent Systems in Accounting, Finance and Management,23(3),157-214。  new window
23.Debreceny, R. S.、Gray, G. L.(2010)。Data mining journal entries for fraud detection: An exploratory study。International Journal of Accounting Information Systems,11(3),157-181。  new window
24.Dunn, C.、Gerard, G. J.、Grabski, S. V.(2016)。Resources events agents design theory: A revolutionary approach to enterprise system design。Communications of the Association for Information Systems,38,554-595。  new window
25.Fay, R.、Negangard, E. M.(2017)。Manual journal entry testing: Data analytics and the risk of fraud。Journal of Accounting Education,38,37-49。  new window
26.Alles, M.、Gray, G. L.(2016)。Incorporating big data in audits: Identifying inhibitors and a research agenda to address those inhibitors。International Journal of Accounting Information Systems,22,44-59。  new window
27.諶家蘭(20120500)。導入國際會計準則之資訊揭露--應用資料探勘與文字探勘技術。會計研究月刊,318,38-43。  延伸查詢new window
28.廖紫吟、孫嘉明(20140100)。以本體論為基礎之語意稽核系統架構設計。電腦稽核,29,62-77。new window  延伸查詢new window
29.孫嘉明(20180700)。雲端運算環境下審計數據分析之發展趨勢與挑戰。月旦會計實務研究,7,54-61。  延伸查詢new window
30.周濟群(20160100)。審計專業如何使用大數據?。會計研究月刊,362,82-89。  延伸查詢new window
31.Ngai, E. W. T.、Hu, Y.、Wong, Y. H.、Chen, Y.、Sun, X.(2011)。The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature。Decision Support Systems,50(3),559-569。  new window
會議論文
1.Dalal, M. K.、Zaveri, M. A.(2011)。Heuristics based automatic text summarization of unstructured text。The International Conference & Workshop on Emerging Trends in Technology,(會議日期: 2011/02/25-02/26)。  new window
2.馬偉雲、謝佑明、楊昌樺、陳克健(2001)。中文語料庫構建及管理系統設計。第十四屆自然語言與語音處理研討會。國立成功大學。175-191。  延伸查詢new window
研究報告
1.財團法人中華民國會計研究發展基金會(2020)。審計準則公報第七十四號--查核財務報表對舞弊之責任。財團法人中華民國會計研究發展基金會。  延伸查詢new window
2.財團法人中華民國會計研究發展基金會(2006)。審計準則公報第四十三號--查核財務報表對舞弊之考量。財團法人中華民國會計研究發展基金會。  延伸查詢new window
學位論文
1.顏素英(2018)。應用本體論方法建構審計資料分析查核程序--以日記簿分錄測試為例(碩士論文)。國立雲林科技大學。  延伸查詢new window
2.張立程(2015)。以資料探勘技術建置持續性監督機制(碩士論文)。國立雲林科技大學。  延伸查詢new window
圖書
1.Hand, D. J.、Mannila, H.、Smyth, P.(2001)。Principles of Data Mining。Cambridge, MA:MIT Press。  new window
2.Tan, P.-N.、Steinbach, M.、Kumar, V.(2006)。Introduction to Data Mining。Pearson Addison Wesley。  new window
3.Sullivan, Dan(2001)。Document Warehousing and Text Mining: Techniques for Improving Business Operations, Marketing, and Sales。John Wiley & Sons, Inc.。  new window
其他
1.Financial Reporting Council(2017)。Audit quality thematic review: The use of data analytics in the audit of financial statements,https://www.frc.org.uk/getattachment/4fd19a18-1beb-4959-8737-ae2dca80af67/AQTR_Audit-Data-Analytics-Jan-2017.pdf。  new window
2.Public Company Accounting Oversight Board(2002)。AU Section 316 Consideration of Fraud in a Financial Statement Audit,PCAOB。  new window
3.Center for Audit Quality(2008)。Practice Aid for Testing Journal Entries and Other Adjustments Pursuant to AU Section 316,CAQ。,https://us.aicpa.org/content/dam/aicpa/interestareas/centerforauditquality/resources/caqauditlibrary/downloadabledocuments/caq-practice-aid-for-testing-journal-entries.pdf。  new window
4.Byrnes, P.,Criste, T.,Stewart, T.,Vasarhelyi, M.(2014)。Reimagining auditing in a wired world,AICPA。  new window
 
 
 
 
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