Simultaneously discovering and quantifying risk types from textual risk disclosures

Y Bao, A Datta - Management Science, 2014 - pubsonline.informs.org
Managers and researchers alike have long recognized the importance of corporate textual
risk disclosures. Yet it is a nontrivial task to discover and quantify variables of interest from …

Identifying and profiling key sellers in cyber carding community: AZSecure text mining system

W Li, H Chen, JF Nunamaker Jr - Journal of Management …, 2016 - Taylor & Francis
The past few years have witnessed millions of credit/debit cards flowing through the
underground economy and ultimately causing significant financial loss. Examining key …

[PDF][PDF] Topic modelling methodology: its use in information systems and other managerial disciplines

M Eickhoff, N Neuss - 2017 - core.ac.uk
Over the last decade, quantitative text mining approaches to content analysis have gained
increasing traction within information systems research, and related fields, such as business …

[PDF][PDF] Cognitive biases in information systems research: A scientometric analysis

M Fleischmann, M Amirpur, A Benlian, T Hess - 2014 - researchgate.net
Human cognition and decision-making related to information systems (IS) is a major area of
interest in IS research. However, despite being explored since the mid-seventies in …

Examining the impact of keyword ambiguity on search advertising performance

J Gong, V Abhishek, B Li - MIS Quarterly, 2018 - JSTOR
In this paper, we explore how keyword ambiguity can affect search advertising performance.
Consumers arrive at search engines with diverse interests, which are often unobserved and …

Can a corporate network and news sentiment improve portfolio optimization using the Black–Litterman model?

GG Creamer - Quantitative Finance, 2015 - Taylor & Francis
The Black–Litterman (BL) model for portfolio optimization combines investors' expectations
with the Markowitz framework. The BL model is designed for investors with private …

[PDF][PDF] Overcoming information overload in online reputation management: a systematic literature review

S Yang, A Albers - 2013 - core.ac.uk
With the success of Web 2.0, online users have become publishers and authors rather just
passive consumers. This released traditional media companies from their role as content …

Persuasion: an analysis and common frame of reference for IS research

P Slattery, P Finnegan, R Vidgen - Communications of the …, 2020 - eprints.bbk.ac.uk
Information Systems (IS) researchers persistently examine how Information and
Communications Technology (ICT) changes attitudes and behaviours but rarely leverage …

Firm risk identification through topic analysis of textual financial disclosures

X Zhu, SY Yang, S Moazeni - 2016 IEEE Symposium Series on …, 2016 - ieeexplore.ieee.org
Corporate risk disclosures as part of US public companies' financial reports are mandated
by the Securities and Exchange Commission (SEC) since 2005. It provides forward-looking …

[PDF][PDF] Text mining in financial information

N Türegün - Current analysis on economics & finance, 2019 - researchgate.net
Financial information mainly lies in financial statements, but it should be noted that financial
information can be textual as well as numerals. There are many data sources (footnotes …