It has been argued that the Internet and social media increase the number of available viewpoints, perspectives, ideas and opinions available, leading to a very diverse pool of information. However, critics have argued that algorithms used by search engines, social networking platforms and other large online intermediaries actually decrease information diversity by forming so-called “filter bubbles”. This may form a serious threat to our democracies. In response to this threat others have developed algorithms and digital tools to (...) combat filter bubbles. This paper first provides examples of different software designs that try to break filter bubbles. Secondly, we show how norms required by two democracy models dominate the tools that are developed to fight the filter bubbles, while norms of other models are completely missing in the tools. The paper in conclusion argues that democracy itself is a contested concept and points to a variety of norms. Designers of diversity enhancing tools must thus be exposed to diverse conceptions of democracy. (shrink)

This paper applies a virtue epistemology approach to using the Internet, as to improve our information-seeking behaviours. Virtue epistemology focusses on the cognitive character of agents and is less concerned with the nature of truth and epistemic justification as compared to traditional analytic epistemology. Due to this focus on cognitive character and agency, it is a fruitful but underexplored approach to using the Internet in an epistemically desirable way. Thus, the central question in this paper is: How to (...) use the Internet in an epistemically virtuous way? Using the work of Jason Baehr, it starts by outlining nine intellectual or epistemic virtues: curiosity, intellectual autonomy, intellectual humility, attentiveness, intellectual carefulness, intellectual thoroughness, open-mindedness, intellectual courage and intellectual tenacity. It then explores how we should deploy these virtues and avoid the corresponding vices when interacting with the Internet, particularly search engines. Whilst an epistemically virtuous use of the Internet will not guarantee that one will acquire true beliefs, understanding or even knowledge, it will strongly improve one’s information-seeking behaviours. The paper ends with arguing that teaching and assessing online intellectual virtues should be part of school and university curricula, perhaps embedded in critical thinking courses, or even better, as individual units. (shrink)

The purpose of this paper is to show how certain uses of search-engine technology raise concerns for personal privacy. In particular, we examine some privacy implications involving the use of search engines to acquire information about persons. We consider both a hypothetical scenario and an actual case in which one or more search engines are used to find information about an individual. In analyzing these two cases, we note that both illustrate an existing problem that (...) has been exacerbated by the use of search engines and the Internet – viz., the problem of articulating key distinctions involving the public vs. private aspects of personal information. We then draw a distinction between “public personal information” and “nonpublic personal information” to see how this scheme can be applied to a problem of protecting some forms of personal information that are now easily manipulated by computers and search engines – a concern that, following Helen Nissenbaum , we describe as the problem of privacy in public. (shrink)

The Internet allows for the efficient dissemination of texts, thereby creating a rich hypertextual environment that is potentially conducive to stimulating the free exchange of ideas in a manner worthy of the modern scholar. However, the fact that any user whatsoever may disseminate texts in this manner presents two distinct problems. First, finding relevant resources on the Internet may take a fair amount of time and, second, once resources are found, determining their reliability is often difficult if the (...) user is not already an expert in the field of the resource under consideration. These problems -- efficiency in searching and academic quality-control -- are surmountable with existing technology, and many laboratories around the world are working hard to shape this technology into a variety of academic information retrieval services. (shrink)

Search engines have become an integral part of our Internet use. They shape the way we look at the world, they provide orientation where there is none; but the maps they draw are too often hijacked by commercial interest. Search engines are less black box than black foam; functional decoupling, parasite technologies, and the embedding in the greater context of culture and society render the search act subject to overdetermination. Control is thus diluted into (...) a dense network of human and non-human “actants” and the power of the search engine is located in a control zone rather than a control center. In order to shift power back to the public, this paper proposes the concept of “symmetry of confidence”, a new relationship between search engine companies and their users. (shrink)

The fact that Internet companies may record our personal data and track our online behavior for commercial or political purpose has emphasized aspects related to online privacy. This has also led to the development of search engines that promise no tracking and privacy. Search engines also have a major role in spreading low-quality health information such as that of anti-vaccine websites. This study investigates the relationship between search engines’ approach to privacy and the (...) scientific quality of the information they return. We analyzed the first 30 webpages returned searching “vaccines autism” in English, Spanish, Italian, and French. The results show that not only “alternative” search engines but also other commercial engines often return more anti-vaccine pages (10–53%) than Google (0%). Some localized versions of Google, however, returned more anti-vaccine webpages (up to 10%) than Google. Health information returned by search engines has an impact on public health and, specifically, in the acceptance of vaccines. The issue of information quality when seeking information for making health-related decisions also impact the ethical aspect represented by the right to an informed consent. Our study suggests that designing a search engine that is privacy savvy and avoids issues with filter bubbles that can result from user-tracking is necessary but insufficient; instead, mechanisms should be developed to test search engines from the perspective of information quality (particularly for health-related webpages) before they can be deemed trustworthy providers of public health information. (shrink)

When making a decision, humans consider two types of information: information they have acquired through their prior experience of the world, and further information they gather to support the decision in question. Here, we present evidence that data from search engines such as Google can help us model both sources of information. We show that statistics from search engines on the frequency of content on the Internet can help us estimate the statistical structure of prior (...) experience; and, specifically, we outline how such statistics can inform psychological theories concerning the valuation of human lives, or choices involving delayed outcomes. Turning to information gathering, we show that search query data might help measure human information gathering, and it may predict subsequent decisions. Such data enable us to compare information gathered across nations, where analyses suggest, for example, a greater focus on the future in countries with a higher per capita GDP. We conclude that search engine data constitute a valuable new resource for cognitive scientists, offering a fascinating new tool for understanding the human decision-making process. (shrink)

1. The Search Engine operators inform the users about the way in which the Search Engine works; particularly the basic criteria of ranking are explained. Also, the Search Engine operators describe which ways of manipulating websites lead to exclusion from the result lists in case of doubt.2. The Search Engine operators design their sites in the most transparent way. Contents whose position on the result list is due to a commercial arrangement are clearly marked.3. It is (...) the intention of the Search Engine opera-tors to protect children and youths from morally damaging contents. To this purpose, the opera-tors provide family filters and point out to the fact that filters do not guarantee absolute pro-tection for youths and that children should not use the internet without their parents´ supervision.4. Those sites which are regarded illegal according to national legislation will be excluded from the result lists as soon as the operators know about them and have access to the illegal sites on the index.5. For handling the users´ data there is the princi-ple of data-thriftiness.This “Code of Conduct” was developed by Carsten Welp. It was first published in: Marcel Machill and Carsten Welp : Wegweiser im Netz. Gütersloh: Bertelsmann Stiftung 2003. Republished and trans-lated by kind permission of Marcel Machill. (shrink)

Purpose Google commands approximately 70 per cent of search market share worldwide, resulting in businesses investing heavily in search engine advertising on Google to target potential customers. Recently, Google changed the way in which content and ads were displayed on the search engine results page. This reshuffling of content and ads is expected to affect the advertisers who advertise on Google and/or use it to drive traffic to their websites. The purpose of this study is to analyze (...) the impact of these changes on various stakeholders. Design/methodology/approach Data have been collected from various sources on the internet including blogs and discussion forums. Netnography has been used as it allows a detailed evaluation of the consumers’ needs, wants and choices in a virtual space. Findings The average cost-per-click for ads on the top positions is expected to increase. Advertisers whose ads usually occupy the lower positions would be adversely affected. To counter this, more emphasis should be placed on ad extensions and on product listing ads. In addition, organizations would benefit from increased efforts on search engine optimization. Practical implications A variety of coping strategies have been developed that can help marketers to successfully navigate through the change, including the use of ad extensions and the use of product listing ads. Originality/value This practice-focused paper offers guidelines for digital marketers to use sponsored search more effectively as part of their arsenal in light of some important changes recently made by Google. The potential of netnography as a research methodology has also been expanded by using it in a novel setting and in drawing up actionable insights. (shrink)

Online information intermediaries such as Facebook and Google are slowly replacing traditional media channels thereby partly becoming the gatekeepers of our society. To deal with the growing amount of information on the social web and the burden it brings on the average user, these gatekeepers recently started to introduce personalization features, algorithms that filter information per individual. In this paper we show that these online services that filter information are not merely algorithms. Humans not only affect the design of the (...) algorithms, but they also can manually influence the filtering process even when the algorithm is operational. We further analyze filtering processes in detail, show how personalization connects to other filtering techniques, and show that both human and technical biases are present in today’s emergent gatekeepers. We use the existing literature on gatekeeping and search engine bias and provide a model of algorithmic gatekeeping. (shrink)

This article mainly aims to make an examination over the holy. It has been inquired into how something being ascribed holy can have a meaning in philosophy. As the article's research area, the differences in both opinion and execution which have later divided Christianity into two as Catholic and Orthodox Churches have been selected. The separation of these two churches under the subject titles such as Filioque controversy, the idea of First Among Equals (primas inter pares), and ritual of Transubstantiation (...) have also shaped how they perceived and thought the holy. With these divergences being investigated, it has been tried to present how much of a share these had in giving meaning for the holy. It has been labored to manifest the role of these two Churches' -which belong to and come from the same celestial tradition- divergences in the metamorphosis and paradigm shift that the holy underwent. For the last, through the Church Fathers' opinions and views which have been seen related to subject matter, with moving beyond the divergences, it has been searched whether there is a possibility of meeting on the common ground or not . (shrink)

In this article, it has been searched if the language and consciousness have a co-origin or not. This origin of language and consciousness problem which draws interest in areas especially like anthropology, biology and evolutionary linguistics and evolutionary psychology is tried to be handled from a philosophical point of view. By presenting the theories about the relation between language and consciousness, theories that are well-accepted but contradicted to another from certain aspects, a thinking -which tries to go beyond this contradiction- (...) about the origin of language and consciousness has been attempted. With paying regard to different approaches represented by names like Piaget, Vygotsky, Chomsky, Whorf, an investigation has been made about what the meaning of language and consciousness having a not historical but elementarily philosophical co-origin can mean. It has been aimed to present a compiling point of view with this investigation. (shrink)

Noesis is an Internet search engine dedicated to mapping the profession of philosophy online. In this paper, I recount the history of the project's development since 1998 and discuss the role it may play in representing philosophy optimally, adequately, fairly, and accessibly. Unlike many other representations of philosophy, Noesis is dynamic in the sense that it constantly changes and inclusive in the sense that it lets the profession speak for itself about what philosophy is, how it is practiced, (...) and why it is important. In this paper, I explain how Noesis is dynamic and inclusive. I close by suggesting why such a communitarian representation of the profession is both timely and necessary. (shrink)

Members of the lay public are turning increasingly to the internet to answer health-related questions. Some authors suggest that the widespread availability of online health information has dislodged medical knowledge from its traditional institutional base and enabled a growing role for alternative or previously unrecognized health perspectives and ‘lay health expertise’. Others have argued, however, that the organization of information retrieved from influential search engines, particularly Google, has merely intensified mainstream perspectives because of the growing consolidation of (...) the internet with traditional, commercial media sources. In this paper we describe an analysis of ‘first page’ results retrieved through Google searches about several common health concerns, each of which has been the subject of controversy as a result of uncertain aetiology, diagnoses, outcomes and/or contested approaches to treatment. Our findings suggest that the online search tactics used by most lay health information seekers produce sources of information that, for the most part, reflect mainstream biomedical discourses, often linked to commercial interests, rather than a plurality of voices that offer a variety of perspectives and resources. We discuss the implications for health-interested internet searchers who fail to look beyond the ‘first page’. (shrink)

From social media to search engines to Wikipedia, the internet is thoroughly embedded in how we produce, locate, and share knowledge around the world. Who Should We Be Online? provides an account of online knowledge that takes seriously the role of sexist, racist, transphobic, colonial, and capitalist forms of oppression. Frost-Arnold argues against analyzing internet users as a collection of identical generic people with smartphones. The novel epistemology developed in this book recognizes that we are differently (...) embodied beings interacting within systems of dominance. Our social identities and global inequalities shape who we are, who we can be online, and what we know. Tackling problems of online content moderation, fake news, and hoaxes, Frost-Arnold shows that oppressive online structures and practices help fuel ignorance. But she also reveals how the internet provides opportunities for marginalized people and activists to share knowledge online. Drawing on feminist accounts of objectivity, veritistic social epistemology, epistemologies of ignorance, virtue epistemology, and the epistemic injustice literature, this book argues for a social epistemology that values truth and objectivity, while recognizing that inequalities shape our collective ability to attain these goals. Timely and interdisciplinary, Who Should We Be Online? weaves together internet studies scholarship from across the humanities, social sciences, and computer science. Presenting case studies of moderators, imposters, tricksters, fakers, and lurkers, this book both explains the problems with our current internet ecosystem and imagines liberatory online futures. (shrink)

From social media to search engines to Wikipedia, the internet is thoroughly embedded in how we produce, locate, and share knowledge around the world. Who Should We Be Online? provides an account of online knowledge that takes seriously the role of sexist, racist, transphobic, colonial, and capitalist forms of oppression. Frost-Arnold argues against analyzing internet users as a collection of identical generic people with smartphones. The novel epistemology developed in this book recognizes that we are differently (...) embodied beings interacting within systems of dominance. Our social identities and global inequalities shape who we are, who we can be online, and what we know. -/- Tackling problems of online content moderation, fake news, and hoaxes, Frost-Arnold shows that oppressive online structures and practices help fuel ignorance. But she also reveals how the internet provides opportunities for marginalized people and activists to share knowledge online. Drawing on feminist accounts of objectivity, veritistic social epistemology, epistemologies of ignorance, virtue epistemology, and the epistemic injustice literature, this book argues for a social epistemology that values truth and objectivity, while recognizing that inequalities shape our collective ability to attain these goals. Timely and interdisciplinary, Who Should We Be Online? weaves together internet studies scholarship from across the humanities, social sciences, and computer science. Presenting case studies of moderators, imposters, tricksters, fakers, and lurkers, this book both explains the problems with our current internet ecosystem and imagines liberatory online futures. (shrink)

The internet has considerably changed epistemic practices in science as well as in everyday life. Apparently, this technology allows more and more people to get access to a huge amount of information. Some people even claim that the internet leads to a democratization of knowledge. In the following text, we will analyze this statement. In particular, we will focus on a potential change in epistemic structure. Does the internet change our common epistemic practice to rely on expert (...) opinions? Does it alter or even undermine the division of epistemic labor? The epistemological framework of our investigation is a naturalist-pragmatist approach to knowledge. We take it that the internet generates a new environment to which people seeking information must adapt. How can they, and how should they, expand their repertory of social markers to continue the venture of filtering, and so make use of the possibilities the internet apparently provides? To find answers to these questions we will take a closer look at two case studies. The first example is about the internet platform WikiLeaks that allows so-called whistle-blowers to anonymously distribute their information. The second case study is about the search engine Google and the problem of personalized searches. Both instances confront a knowledge-seeking individual with particular difficulties which are based on the apparent anonymity of the information distributor. Are there ways for the individual to cope with this problem and to make use of her social markers in this context nonetheless? (shrink)

"The Internet Encyclopedia of Philosophy was founded in 1995 for the purpose of providing detailed, scholarly information on key topics and philosophers in all areas of philosophy." Articles are currently from three sources: (1) original contributions by specialized philosophers around the Internet; (2) adaptations of material written by the editors for classroom purposes; and (3) adaptations from public domain sources (typically from two or more sources for per article). The IEP offers access to a keyword site search (...) engine and is free of charge to all Internet users. It is continuously revised and updated. (shrink)

Information providing and gathering increasingly involve technologies like search ‎engines, which actively shape their epistemic surroundings. Yet, a satisfying account ‎of the epistemic responsibilities associated with them does not exist. We analyze ‎automatically generated search suggestions from the perspective of social ‎epistemology to illustrate how epistemic responsibilities associated with a ‎technology can be derived and assigned. Drawing on our previously developed ‎theoretical framework that connects responsible epistemic behavior to ‎practicability, we address two questions: first, given the different (...) technological ‎possibilities available to searchers, the search technology, and search providers, ‎who should bear which responsibilities? Second, given the technology’s ‎epistemically relevant features and potential harms, how should search terms be ‎autocompleted? Our analysis reveals that epistemic responsibility lies mostly with ‎search providers, which should eliminate three categories of autosuggestions: those ‎that result from organized attacks, those that perpetuate damaging stereotypes, and ‎those that associate negative characteristics with specific individuals.‎. (shrink)

The experimental philosophy movement advocates the use of empirical methods in philosophy. The methods most often discussed and in fact employed in experimental philosophy are appropriated from the experimental paradigm in psychology. But there is a variety of other (at least partly) empirical methods from various disciplines that are and others that could be used in philosophy. The paper explores the application of corpus analysis to philosophical issues. Although the method is well established in linguistics, there are only a few (...) tentative attempts of philosophers to utilise it. Examples are introduced and the merit of corpus analysis is compared to that of using general internet search engines and questionnaires for similar purposes. (shrink)

People increasingly form beliefs based on information gained from automatically filtered Internet ‎sources such as search engines. However, the workings of such sources are often opaque, preventing ‎subjects from knowing whether the information provided is biased or incomplete. Users’ reliance on ‎Internet technologies whose modes of operation are concealed from them raises serious concerns about ‎the justificatory status of the beliefs they end up forming. Yet it is unclear how to address these concerns ‎within standard theories (...) of knowledge and justification. To shed light on the problem, we introduce a ‎novel conceptual framework that clarifies the relations between justified belief, epistemic responsibility, ‎action, and the technological resources available to a subject. We argue that justified belief is subject to ‎certain epistemic responsibilities that accompany the subject’s particular decision-taking circumstances, ‎and that one typical responsibility is to ascertain, so far as one can, whether the information upon which ‎the judgment will rest is biased or incomplete. What this responsibility comprises is partly determined by ‎the inquiry-enabling technologies available to the subject. We argue that a subject’s beliefs that are ‎formed based on Internet-filtered information are less justified than they would be if she either knew how ‎filtering worked or relied on additional sources, and that the subject may have the epistemic ‎responsibility to take measures to enhance the justificatory status of such beliefs.‎. (shrink)

This study examines high school students’ responses to a public policy discussion on the topic of Internet privacy. Specifically, students discussed the question of whether search engines and social media sites should be permitted to monitor, track, and share users’ personal data or whether such practices violate personal privacy. We observed discussions of the topic in four high school classrooms in 2015–2016, prior to the presidential election in 2016. We first explain why the topic failed to work (...) as a controversial public issue with high schoolers. We then explain their responses to the issue. We found (1) students displayed a surprising trust in Facebook and Google; (2) students framed the issue of Internet Privacy as a conflict in values and a set of trade-offs; and (3) students tended to put more weight on personal responsibility than implications for democracy in their assessment of the (acknowledged) erosion of privacy as a result of social media and Internet search engines. We conclude with implications for social studies education and teacher education. (shrink)

The Internet has revolutionized the way knowledge is currently produced, stored and disseminated. A few finger clicks on a keyboard can save time and many hours of search in libraries or shopping in stores. Online trademarks with an prefix such as e-library, e-business, e-health etc., are increasingly part of our daily professional vocabularies. However, the Internet has also produced multiple negative side effects, ranging from an unhealthy dependency to a dehumanization of human relationships. Fraudulent, unethical and scam (...) practices are also flourishing through for example misleading online advertising methods. Some social and professional networks gather users’ profiles for selling and advertising purposes, sometimes by making it technically difficult to unsubscribe. Here, I discuss some of these unethical aspects and propose some potential solutions to reduce them. (shrink)

Contrary to what Descartes argued many centuries ago, the self seems far from being a simple and indivisible entity, easily accessible to personal scrutiny. In this paper I will endorse an anti-cartesian attitude, starting from two different perspectives. On the one hand, I will consider clinical and developmental studies showing how strongly interpersonal relations modulate the quality of introspective access. In this section, I will take into account Neisser's theory of self knowledge and Gergely and Watson's constructivist approach. On the (...) other hand, I will consider the extended mind paradigm, a recent philosophical model that seems compatible with the idea that some important aspects of the self could also be extended to the physical world. This latter point acquires special importance when considering how much some particular electronic tools such as second generation search engines will be widespread in the future. (shrink)

Ordinary Language Philosophy has largely fallen out of favour, and with it the belief in the primary importance of analyses of ordinary language for philosophical purposes. Still, in their various endeavours, philosophers not only from analytic but also from other backgrounds refer to the use and meaning of terms of interest in ordinary parlance. In doing so, they most commonly appeal to their own linguistic intuitions. Often, the appeal to individual intuitions is supplemented by reference to dictionaries. In recent times, (...) Internet search engine queries for expressions of interest have become quite popular. Apparently, philosophers attempt to surpass the limits of their own linguistic intuitions by appealing to experts or to factual uses of language. I argue that this attempt is commendable but that its execution is wanting. Instead of appealing to dictionaries or Internet queries, philosophers should employ computer-based linguistic corpora in order to confirm or falsify hypotheses about the factual use of language. This approach also has some advantages over methods employed by experimental philosophers. If the importance of ordinary language is stressed, the use of linguistic corpora is hardly avoidable. (shrink)

Experimental studies have suggested that variables such as aptness or conventionality are predictors of people’s preference for expressing a particular topic–vehicle pair as either a metaphor or a simile. In the present study, we investigated if such variables would also be predictive within a more naturalistic context, where other variables, such as the intention to include an explanation, may also influence people’s decision. Specifically, we investigated the production of metaphor and simile expressions on the Internet via the Google (...) class='Hi'>search engine and checked for accompanying explanations, as well as the properties they expressed, to examine whether ratings such as aptness, conventionality, as well as participants’ own stated preference or the intention to produce an explanation, would predict which topic–vehicle pairs appeared more often as metaphor. We found that participants’ stated preference predicted metaphor dominance on the Internet, and that apt topic–vehicles occurred more often as metaphors. The explanations collected, however, occurred 82% of the time after similes, and familiar expressions were the most explained. Finally, comparing the properties expressed in these explanations to normed property lists, we found that simile explanations typically expressed a novel conception of the topic–vehicle relationship. Therefore, we found that Internet posters use metaphors to convey an apt relationship, as found in previous laboratory studies, but prefer using a simile frame when they want to express a relationship that readers will find novel. (shrink)

The decision of the Court of Justice of the European Union (CJEU) in Google Spain v AEPD and Mario Costeja González enshrined the “right to forget” in the jurisprudence of the European Union. The judgment caused concern to transparency and open information advocates in terms of pitting a right to forget against the general right of the public to know. This, as this paper will argue, is a false distinction. The Internet is, and has always been, a regulated space. (...) Nor is the right to free expression, even in its American form, absolute. While there are genuine concerns about how the balance is struck, evolving practice is likely to identify what cases deserve deletion, to those that do not. The biggest challenge lies in how, and who, tests that balance as to what is removed from the search engines of the Internet. Finding material is important but forgetting may be just as vital to liberties as well. (shrink)

This paper investigates whether search engines and other new modes of online communication should be covered by free speech principles. It criticizes the analogical reason-ing that contemporary American courts and scholars have used to liken search engines to newspapers, and to extend free speech coverage to them based on that likeness. There are dissimilarities between search engines and newspapers that undermine the key analogy, and also rival analogies that can be drawn which don’t recommend (...) free speech protection for search engines. Partly on these bases, we argue that an analogical approach to questions of free speech coverage is of limited use in this context. Credible verdicts about how free speech principles should apply to new modes of online com-munication require us to re-excavate the normative foundations of free speech. This method for deciding free speech coverage suggests that only a subset of search engine outputs and similar online communication should receive special protection against government regulation. (shrink)

This essay examines some ethical aspects of stalkingincidents in cyberspace. Particular attention is focused on the Amy Boyer/Liam Youens case of cyberstalking, which has raised a number of controversial ethical questions. We limit our analysis to three issues involving this particular case. First, we suggest that the privacy of stalking victims is threatened because of the unrestricted access to on-linepersonal information, including on-line public records, currently available to stalkers. Second, we consider issues involving moral responsibility and legal liability for (...) class='Hi'>Internet service providers (ISPs) when stalking crimesoccur in their `space' on the Internet. Finally, we examine issues of moral responsibility for ordinary Internet users to determine whether they are obligated to inform persons whom they discover to be the targets of cyberstalkers. (shrink)

How should we think about the ways search engines can go wrong? Following the publication of Safiya Noble’s Algorithms of Oppression (Noble 2018), a view has emerged that racist, sexist, and other problematic results should be thought of as indicative of algorithmic bias. In this paper, I offer an alternative angle on these results, building on Noble’s suggestion that search engines are complicit in a racial contract (Mills 1990). I argue that racist and sexist results should (...) be thought of as part of the workings of the social system of white ignorance. Along the way, I will argue that we should think about search engines not as sources of testimony, but as information-classification systems, and make a preliminary case for the importance of the social epistemology of technology. (shrink)

I analyse the impact of search engines on our cognitive and epistemic practices. For that purpose, I describe the processes of assessment of documents on the Web as relying on distributed cognition. Search engines together with Web users, are distributed assessment systems whose task is to enable efficient allocation of cognitive resources of those who use search engines. Specifying the cognitive function of search engines within these distributed assessment systems allows interpreting anew (...) the changes that have been caused by search engine technologies. I describe search engines as implementing reputation systems and point out the similarities with other reputation systems. I thus call attention to the continuity in the distributed cognitive processes that determine the allocation of cognitive resources for information gathering from others. (shrink)

How should the policies of search engines and other information intermediaries be ethically evaluated? It is argued that Kant’s principles for the public use of reason are useful starting points for the formulation of criteria for such an evaluation. The suggestion is, furthermore, that a search engine can be seen to provide a testimony to the user concerning what information that is most relevant to her query. This suggestion is used as the basis for the development of (...) a broadly Kantian account of a rational searcher. It is argued that the search engine companies are morally required to publish their information policies and act in accordance with them but given the threat of search engine spam they can have no obligation to publish the details of their algorithms. (shrink)

Using the search engine Google to locate information linked to individuals and organizations has become part of everyday functioning. This article addresses whether the “gaming” of Internet applications in attempts to modify reputations raises substantial ethical concerns. It analyzes emerging approaches for manipulation of how personally-identifiable information is accessed online as well as critically-important international differences in information handling. It investigates privacy issues involving the data mining of personally-identifiable information with search engines and social media platforms. (...) Notions of “gaming” and “manipulation” have negative connotations as well as instrumental functions, which are distinguished in this article. The article also explores ethical matters engendered by the expanding industry of reputation management services that assist in these detailed technical matters. Ethical dimensions of online reputation are changing in the advent of reputation management, raising issues such as fairness and legitimacy of various information-related practices; the article provides scenarios and questions for classroom deliberation. (shrink)

PurposeTo investigate how search engine users manipulate the rankings of search results. Search engines employ different ranking methods in order to display the “best” results first. One of the ranking methods is PageRank, where the number of links pointing to the page influences its rank. The “anchor text,” the clickable text of the hypertext link is another “ingredient” in the ranking method. There are a number of cases where the public challenged the Google's ranking, by creating (...) a so‐called “Google bomb” – creating links to pages they wanted to be highly ranked for given query. Google is chosen as the search engine, because it is currently by far the most popular search engine.Design/methodology/approachPageRank, one of the major parameters of Google's ranking algorithm is described, and the author explains how this algorithm is exploited by communities of users to promote a certain web page for a specific query. This process is called “Google bombing.” Recent reaction of Google to this phenomenon is also described.FindingsSpecific examples of “accomplished Google bombs” show that the public is able to manipulate search results.Originality/valueGoogle, instead of being an unobtrusive information retrieval tool has become highly influential in the web scenery. Some users pay for search engine optimization, while others utilize the power of the crowd to influence Google's rankings. This paper supports the claims of Introna and Nissenbaum regarding the power of search engines. (shrink)

This chapter develops a social epistemological analysis of Web‐based search engines, addressing the following questions. First, what epistemic functions do search engines perform? Second, what dimensions of assessment are appropriate for the epistemic evaluation of search engines? Third, how well do current search engines perform on these? The chapter explains why they fulfil the role of a surrogate expert, and proposes three ways of assessing their utility as an epistemic tool—timeliness, authority prioritisation, (...) and objectivity. “Personalisation” is a current trend in Internet‐delivered services, and consists in tailoring online content to the interests of the individual user. It is argued here that personalisation threatens the objectivity of search results. Objectivity is a public good; so there is a prima facie case for government regulation of search engines. (shrink)

The widespread use of online search engines to answer the general public’s needs for information has raised concerns about possible biases and the emerging of a ‘filter bubble’ in which users are isolated from attitude-discordant messages. Research is split between approaches that largely focus on the intrinsic limitations of search engines and approaches that investigate user search behavior. This work evaluates the findings and limitations of both approaches and advances a theoretical framework for empirical investigations (...) of cognitive biases in online search activities about health-related topics. We aim to investigate the interaction between the user and the search engine as a whole. Online search activity about health-related topics is considered as a hypothesis-testing process. Two questions emerge: whether the retrieved information provided by the search engines are fit to fulfill their role as evidence, and whether the use of this information by users is cognitively and epistemologically valid and unbiased. (shrink)

We present a search engine for mathematical formulae. The MathWebSearch system harvests the web for content representations (currently MathML and OpenMath) of formulae and indexes them with substitution tree indexing, a technique originally developed for accessing intermediate results in automated theorem provers. For querying, we present a generic language extension approach that allows constructing queries by minimally annotating existing representations. First experiments show that this architecture results in a scalable application.

Human flesh search engine can be a double-edged sword, bringing convenience on the one hand and leading to infringement of personal privacy on the other hand. This paper discusses the ethical problems brought about by the human flesh search engine, as well as possible solutions.

This article develops a social epistemological analysis of Web-based search engines, addressing the following questions. First, what epistemic functions do search engines perform? Second, what dimensions of assessment are appropriate for the epistemic evaluation of search engines? Third, how well do current search engines perform on these? The article explains why they fulfil the role of a surrogate expert, and proposes three ways of assessing their utility as an epistemic tool—timeliness, authority prioritisation, (...) and objectivity. “Personalisation” is a current trend in Internet-delivered services, and consists in tailoring online content to the interests of the individual user. It is argued here that personalisation threatens the objectivity of search results. Objectivity is a public good; so there is a prima facie case for government regulation of search engines. (shrink)

We commonly evaluate search engines and the results they return, but what grounds those evaluations? One straightforward way of evaluating search engines appeals to their ability to satisfy the goals of the user. Are there, in addition, user-independent norms, that allow us to evaluate search engines in ways that may come apart from their ability to satisfy the individuals who use them? One way of grounding such norms appeals to moral or political considerations. I (...) argue that in addition to those norms, there are also distinct user-independent epistemic norms that apply to search engines. Evaluating search engines relative to them, however, requires us to appreciate the impact search engines have on our practices and norms of inquiry more broadly: by systematically altering the accessibility of information, search engines don’t just give us information but shape our collective imagination, and the categories it operates over. (shrink)

This article will explore the relation of search engines to the freedom they invoke in human subjects. Away from questions about the social impact of search engines and their ethical use, it shall investigate the influence of search engines on ethical subjectifications. The article will criticise the common critique that search engines should only deliver neutral and objective results to their users, where ‘neutral’ and ‘objective’ are defined as anti-subjective. On the contrary, (...) it will argue that search engines are designed to deliver subjective results. A possible ethical critique starts therefore where they fail to do so. Due to reasons immanent to the technology, search engines are never subjective enough in their relevance decisions. Their results collide at the same time with what their users expect them to deliver. The article will show that, far from being a disadvantage, this disagreement between the users’ expectations and the search engines results is what triggers an ethical subjectification. (shrink)

This paper describes availability of personal Web-pages and a prototype development for Decision Support for Internet Users, called DSIU, which is an area of research for decision support by using information on the Internet. The availability of Web-pages concerns usage of formal pages, which are provided by companies and so on, and personal pages, which are provided by private persons. Web-pages are gathered by using an Internet search engine to determine destinations for travel and personal pages (...) are confirmed to provide much subjective information than formal pages. The prototype development concerns a travel recommendation system, which is a kind of decision support systems. The prototype uses subjective and objective information on the Internet to select several destinations for users and to provide explanations the reason why the destinations are recommended. This paper also describes our perspective of DSIU researches. (shrink)

Retrieval efficiencies of paper-based references in journals and other serials containing 10 scientific names of fossil amphibians were determined for seven major search engines. Retrievals were compared to the number of references obtained covering the period 1895—2006 by a Comprehensive Search. The latter was primarily a traditional library-based search which involved intensive work from 2002—2007. Only a few references originally obtained by search engines were included. Retrieval efficiencies were calculated by comparison to the number (...) obtained through the Comprehensive Search (assumed to be 100%). All percent retrievals were quite low (mean = 11.3%, range = 4.0—22.9%). For all seven search engines combined (duplicate references excluded), the percent retrieval was only 40.7%. There was also retrieval inefficiency and bias of the search engines in: sampling over time, the top five journals containing the most references, the top five most prolific authors, and non-English references. Consequently, all seven search engines were unsatisfactory for retrieval of references for our scientific research. (shrink)

We begin with our reasons for seeking to bring Kant to bear on contemporary information and computing ethics (ICE). We highlight what each contributor to this special issue draws from Kant and then applies to contemporary matters in ICE. We conclude with a summary of what these chapters individually and collectively tell us about Kant’s continuing relevance to these contemporary matters – specifically, with regard to the issues of building trust online and regulating the Internet; how far discourse contributing (...) to deliberative democracy online may include storytelling and appeals to the emotions; and whether or not search engine algorithms should be made public. We further highlight how certain chapters – especially as they incorporate more recent philosophical traditions such as phenomenology and cognitive psychology – develop a Kantian approach (or at least one that is both inspired by while simultaneously transforming Kant) to ethical issues in ICE, including the ethical implications of the on-going blurring of the border between the real and the virtual; designing software in light of distributed ethical responsibility; and trust-building in e-Science collaborations. (shrink)