Bias, Misinformation and the Paradox of Neutrality

نویسندگان

  • Peter M. Bednar
  • Christine E. Welch
چکیده

What is normally described as bias? A possible definition comprises attempts to distort or mislead to achieve a certain perspective, i.e. subjective descriptions intended to mislead. If designers were able to exclude bias from informing systems, then this would maximize their effectiveness. This implicit conjecture appears to underpin much of the research in our field. However, in our efforts to support the evolution and design of informing systems, the way we think, communicate and conceptualize our efforts clearly influences our comprehension and consequently our agenda for design. Objectivity (an attempt to be neutral or transparent) is usually regarded as exclusion of bias. However, claims for objectivity do not, by definition, include efforts to inquire into and reflect over subjective values. Attempts to externalize the mindset of the subject do not arise as part of the description. When claims to objectivity are made, this rarely includes any effort to make subjective bias transparent. Instead, objectivity claims may be regarded as a denial of bias. We suggest that bias can be introduced into overt attempts to admit subjectivity. For example, where people are asked to give subjective opinion according to an artificially enforced scale of truthfalsity (bi-valued logic), they may find themselves coerced into statements of opinion that do not truly reflect the views they might have wished to express. People do not naturally respond to their environment with opinions limited to restricted scales; rather, they tend to use multi-valued, or para-consistent logic. This paper examines the impact of bias within attempts to establish communicative practice in human activity systems (informing systems).

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Conceptual Relationships and Diffusion Model of Information, Misinformation and Disinformation

Background and Aim: Proper management of the information process requires considering various definitions and combinations of the term "information". The purpose of this study was to clarify the concepts of information, misinformation and disinformation, and to better understand the ways of sharing, differentiation and relationships between them, and to explain the patterns and motivations for ...

متن کامل

Misinformation in News Coverage of Professional and College Athlete Musculoskeletal Ailments

Background: The general population’s understanding of musculoskeletal health is likely influenced by media reports of the ailments of prominent athletes. We assessed factors independently associated with debatable or potentially misleading medical statements in mainstream sports media coverage of the ailments of professional and college athletes.Methods: We identified and assessed 200 Int...

متن کامل

Indifference, neutrality and informativeness: generalizing the three prisoners paradox

The well-known Three Prisoners Paradox has been solved by Bayesian conditioning over the choice made by the Warder when asked to name a(nother) prisoner who will be shot. This paper generalizes the paradox to situations of N prisoners, k executions and m announcements made by the Warder. We also extend the consequences of hierarchically placing uniform and symmetrical priors (for example in the...

متن کامل

Social Anomia against the Backdrop of Misinformation/ Disinformation: A Cognitive Approach to the Multivalent Data in Cyberspace

The present study is an attempt to problematize the multivalent data in the cyberspace through the lenses of Wittgenstein’s analytic philosophy of language. Adopting this linguistic philosophy approach is aimed at exploring the dichotomous question of whether cyberspace is a possibility for social power or it is a contributory cause of communicative discontinuity and henceforth a possibility fo...

متن کامل

Correcting Popularity Bias by Enhancing Recommendation Neutrality

In this paper, we attempt to correct a popularity bias, which is the tendency for popular items to be recommended more frequently, by enhancing recommendation neutrality. Recommendation neutrality involves excluding specified information from the prediction process of recommendation. This neutrality was formalized as the statistical independence between a recommendation result and the specified...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:
  • InformingSciJ

دوره 11  شماره 

صفحات  -

تاریخ انتشار 2008