SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
BEYOND THE NUMBERS: MINING THE ANNUAL REPORTS FOR HIDDEN CUES INDICATIVE OF FINANCIAL STATEMENT FRAUD
16 references·16 citing·47 second hopsampled
BEYOND THE NUMBERS: MINING THE ANNUAL REPORTS FOR HIDDEN CUES INDICATIVE OF FINANCIAL STATEMENT FRAUD (2012)BEYOND THE NUMBERS: MINING THE ANNUAL REP…Predicting Material Accounting Misstatements* (2011)Predicting Material Accountin…The Information Content of Forward‐Looking Statements in Corporate Filings—A Naïve Bayesian Machine Learning Approach (2010)The Information Content of Fo…Identification of fraudulent financial statements using linguistic credibility analysis (2010)Identification of fraudulent …The Effect of Disclosures by Management, Analysts, and Business Press on Cost of Capital, Return Volatility, and Analyst Forecasts: A Study Using Content Analysis (2009)The Effect of Disclosures by …Annual report readability, current earnings, and earnings persistence (2008)Annual report readability, cu…Giving Content to Investor Sentiment: The Role of Media in the Stock Market (2007)Giving Content to Investor Se…Automating Linguistics-Based Cues for Detecting Deception in Text-Based Asynchronous Computer-Mediated Communications (2004)Automating Linguistics-Based …Detecting false financial statements using published data: some evidence from Greece (2002)Detecting false financial sta…The effects of audit committee activity and independence on corporate fraud (2000)The effects of audit committe…Do companies successfully engage in opinion-shopping? Evidence from the UK (2000)Do companies successfully eng…A Decision Aid for Assessing the Likelihood of Fraudulent Financial Reporting (2000)A Decision Aid for Assessing …The Detection of Earnings Manipulation (1999)The Detection of Earnings Man…Fraudulently Misstated Financial Statements and Insider Trading: An Empirical Analysis. (1998)Fraudulently Misstated Financ…An Empirical Analysis of the Relation between the Board of Director Composition and Financial Statement Fraud (1997)An Empirical Analysis of the …Recognizing Financial Distress Patterns Using a Neural Network Tool (1993)Recognizing Financial Distres…The Criminal Violation of Financial Trust (1950)The Criminal Violation of Fin…The information content of financial statement fraud risk: An ensemble learning approach (2024)The information content of fi…Corporate fraud detection based on linguistic readability vector: Application to financial companies in China (2024)Corporate fraud detection bas…Accounting fraud detection using contextual language learning (2024)Accounting fraud detection us…Corporate governance performance ratings with machine learning (2022)Corporate governance performa…Conciseness, Financial Disclosure, and Market Reaction: A Textual Analysis of Annual Reports in Listed Chinese Companies (2022)Conciseness, Financial Disclo…Attentive statement fraud detection: Distinguishing multimodal financial data with fine-grained attention (2022)Attentive statement fraud det…Detection of fraud statement based on word vector: Evidence from financial companies in China (2021)Detection of fraud statement …A structured review and theme analysis of financial frauds in the banking industry (2020)A structured review and theme…Evaluation of financial statements fraud detection research: a multi-disciplinary analysis (2019)Evaluation of financial state…The impact of related party transactions on earnings management: some insights from the Italian context (2018)The impact of related party t…Exploring external auditors’ perceptions of the motivations behind management fraud in Egypt – a mixed methods approach (2017)Exploring external auditors’ …Effects of innovation management system standardization on firms: evidence from text mining annual reports (2017)Effects of innovation managem…The struggle to fabricate accounting narrative obfuscation (2016)The struggle to fabricate acc…FINANCIAL STATEMENT FRAUD DETECTION USING TEXT MINING: A SYSTEMIC FUNCTIONAL LINGUISTICS THEORY PERSPECTIVE (2016)FINANCIAL STATEMENT FRAUD DET…Do Sentiments Matter in Fraud Detection? Estimating Semantic Orientation of Annual Reports (2016)Do Sentiments Matter in Fraud…Evaluating Sentiment in Annual Reports for Financial Distress Prediction Using Neural Networks and Support Vector Machines (2013)Evaluating Sentiment in Annua…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)Agency Problems and Residual Claims (1983)Causes and Consequences of Earnings Manipulation: An Analysis of Firms Subject to Enforcement Actions by the SEC* (1996)Accounting Discretion, Corporate Governance, and Firm Performance* (2008)Audit Quality, Corporate Governance, and Earnings Management: A Meta‐Analysis (2009)The Association Between Accruals Quality and the Characteristics of Accounting Experts and Mix of Expertise on Audit Committees* (2010)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)International Business Cycles and the ERM: Is There a European Business Cycle? (1997)Comparative study of stock trend prediction using time delay, recurrent and probabilistic neural networks (1998)A comparative survey of artificial intelligence applications in finance: artificial neural networks, expert system and hybrid intelligent systems (2010)Limited-dependent and qualitative variables in econometrics (1983)Positive Accounting Theory (1985)Earnings Management During Import Relief Investigations (1991)Analyzing the Analysts: When Do Recommendations Add Value? (2004)The Press as a Watchdog for Accounting Fraud (2006)Corporate Governance and Firm Value: The Impact of the 2002 Governance Rules (2007)Disclosure level and the cost of equity capital. (1997)Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature (2001)Textual Analysis in Accounting and Finance: A Survey (2016)Text as Data (2019)Disclosure processing costs, investors’ information choice, and equity market outcomes: A review (2020)Dimensions of Organization Structure (1968)The Antecedents and Consequences of Top Management Fraud (2005)Detecting and predicting financial statement fraud: The effectiveness of the fraud triangle and SAS No. 99 (2009)Detecting Accounting Fraud in Publicly Traded U.S. Firms Using a Machine Learning Approach (2019)Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)Separation of Ownership and Control (1983)The Modern Industrial Revolution, Exit, and the Failure of Internal Control Systems (1993)Financial accounting information and corporate governance (2001)Audit committee, board of director characteristics, and earnings management (2002)Understanding earnings quality: A review of the proxies, their determinants and their consequences (2010)Detecting Earnings Management. (1995)Performance matched discretionary accrual measures (2005)The economic implications of corporate financial reporting (2005)A Framework for Understanding and Researching Audit Quality (2011)Executive Overconfidence and the Slippery Slope to Financial Misreporting (2011)The market pricing of accruals quality (2005)How does financial reporting quality relate to investment efficiency? (2009)When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks (2011)The General Theory of Employment, Interest and Money. (1936)Investigating Causal Relations by Econometric Models and Cross-spectral Methods (1969)Common risk factors in the returns on stocks and bonds (1993)More Than Words: Quantifying Language to Measure Firms' Fundamentals (2008)In Search of Attention (2011)The Information Content of Mandatory Risk Factor Disclosures in Corporate Filings (2010)Corporate Governance and Corporate Social Responsibility Disclosure: Evidence from the US Banking Sector (2013)
this work references cited by second hop· second hop is a sample of the most-cited connections

References

  • 2007Giving Content to Investor Sentiment: The Role of Media in the Stock Market4,822 cited
  • 1997An Empirical Analysis of the Relation between the Board of Director Composition and Financial Statement Fraud3,518 cited
  • 2008Annual report readability, current earnings, and earnings persistence2,850 cited
  • 2011Predicting Material Accounting Misstatements*1,832 cited
  • 2010The Information Content of Forward‐Looking Statements in Corporate Filings—A Naïve Bayesian Machine Learning Approach1,374 cited
  • 1999The Detection of Earnings Manipulation1,299 cited
  • 2009The Effect of Disclosures by Management, Analysts, and Business Press on Cost of Capital, Return Volatility, and Analyst Forecasts: A Study Using Content Analysis1,022 cited
  • 2000The effects of audit committee activity and independence on corporate fraud635 cited
  • 1998Fraudulently Misstated Financial Statements and Insider Trading: An Empirical Analysis.483 cited
  • 1993Recognizing Financial Distress Patterns Using a Neural Network Tool470 cited
  • 2004Automating Linguistics-Based Cues for Detecting Deception in Text-Based Asynchronous Computer-Mediated Communications440 cited
  • 2000A Decision Aid for Assessing the Likelihood of Fraudulent Financial Reporting437 cited
  • 1950The Criminal Violation of Financial Trust431 cited
  • 2000Do companies successfully engage in opinion-shopping? Evidence from the UK

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

424 cited
  • 2002Detecting false financial statements using published data: some evidence from Greece372 cited
  • 2010Identification of fraudulent financial statements using linguistic credibility analysis342 cited
  • Cited by

    • 2016Do Sentiments Matter in Fraud Detection? Estimating Semantic Orientation of Annual Reports82 cited
    • 2022Attentive statement fraud detection: Distinguishing multimodal financial data with fine-grained attention67 cited
    • 2022Corporate governance performance ratings with machine learning56 cited
    • 2024Accounting fraud detection using contextual language learning53 cited
    • 2019Evaluation of financial statements fraud detection research: a multi-disciplinary analysis50 cited
    • 2018The impact of related party transactions on earnings management: some insights from the Italian context48 cited
    • 2024The information content of financial statement fraud risk: An ensemble learning approach44 cited
    • 2013Evaluating Sentiment in Annual Reports for Financial Distress Prediction Using Neural Networks and Support Vector Machines43 cited
    • 2021Detection of fraud statement based on word vector: Evidence from financial companies in China39 cited
    • 2017Effects of innovation management system standardization on firms: evidence from text mining annual reports33 cited
    • 2017Exploring external auditors’ perceptions of the motivations behind management fraud in Egypt – a mixed methods approach31 cited
    • 2020A structured review and theme analysis of financial frauds in the banking industry28 cited
    • 2022Conciseness, Financial Disclosure, and Market Reaction: A Textual Analysis of Annual Reports in Listed Chinese Companies27 cited
    • 2016FINANCIAL STATEMENT FRAUD DETECTION USING TEXT MINING: A SYSTEMIC FUNCTIONAL LINGUISTICS THEORY PERSPECTIVE27 cited
    • 2024Corporate fraud detection based on linguistic readability vector: Application to financial companies in China24 cited
    • 2016The struggle to fabricate accounting narrative obfuscation18 cited