This paper argues that hate differs from mere disliking in terms of its “depth,” which is understood via a notion of “othering,” whereby one rejects at least some aspect of the identity of the target of hate, identifying oneself as not being what they are. Fleshing this out reveals important differences between personal hate, which targets a particular individual, and impersonal hate, which targets groups of people. Moreover, impersonal hate requires focusing on the place hate has within particular sorts of (...) communities, enabling a further important distinction between “insider” and “outsider” hate in terms of whether the hater includes members of the targeted group within a particular community or rejects them as “beneath” membership in that community. (shrink)

Although the standard objections to Harry Frankfurt's early hierarchical analysis of identification and its variants are well known, more recent work on identification has yet to be subjected to the same degree of scrutiny. To remedy this I develop in this paper objections to Frankfurt's most recent analysis of identification as satisfaction that he first outlined in his paper ?The Faintest Passion?. With such objections in place I show that they demonstrate that Frankfurt's analysis fails because it (...) is based on the attitudes that the person whose identification with his desires is in question adopts towards them. I then develop a new (objective and cognitive) analysis that avoids the difficulties that Frankfurt's subjective approach is prey to. I conclude by considering and rebutting some preliminary objections to this new analysis. (shrink)

It is widely agreed that the references of indexical expressions are fixed partly by their relations to contextual parameters such as the author, time, and place of the utterance. Because of this, indexicals are sometimes described as token-reflexive or utterance-reflexive in their semantics. But when we inquire into how indexicals help us to identify items within experience, we find that while utterance-reflexivity is essential to an interpretation of indexical tokens, it is not a factor in a speaker's identificatory use of (...) indexicals. Tokens cannot be interpreted unless they are first produced, and obviously the speaker who produces them does not depend upon utterance parameters in order to identify their referents in the way that hearers do. Consequently, the standard reflexive accounts of indexicals are of little use in explaining the speaker's identificatory use of indexicals, and must be either replaced or complemented by a further theory of the role of indexicals in thought. This paper provides an account of indexical identification that is attentive to a speaker's as well as a hearer's identification and reveals how indexicals are inextricably perspectival. (shrink)

This paper articulates and defends a noncognitive, care-based view of identification, of what privileged psychic subset provides the source of self-determination in actions and attitudes. The author provides an extended analysis of "caring," and then applies it to debates between Frankfurtians, on the one hand, and Watsonians, on the other, about the nature of identification, then defends the view against objections.

To contribute to the continuing challenge of explaining how managers identify stakeholders and assess their salience, in this article, we chronicle the history, assess the impact, and evaluate the possibilities opened by Mitchell, Agle, and Wood (MAW-1997). We do so through two types of qualitative analysis, and also through utilizing a quantitative network analysis tool. The first qualitative analysis categorizes the major contributions of the most influential papers succeeding MAW-1997; the second identifies and compares the relevant issues with MAW-1997 at (...) the time of initial publication and today. We apply main path analysis, a quantitative tool, to map how this scholarly domain has evolved. These three analyses robustly depict the impact of MAW-1997 and the ensuing scholarly conversation, and they enable us to illustrate the current state and trajectory of stakeholder identification and salience scholarship. We close by discussing pressing topics related to the broader body of stakeholder theory literature. (shrink)

I [try] to understand identification by appeal to phenomena of deciding to treat, and of treating, a desire of one's as reason-giving in one's practical reasoning, planning, and action. Is identification, so understood, "fundamental," as Frankfurt says, "to any philosophy of mind and of action"? Well, we have seen reason to include in our model of intentional agency such phenomena of deciding to treat, and of treating, certain of one's desires as reason-giving. Identification, at bottom, consists in (...) such phenomena — or so I have proposed. Given that such phenomena are important in our practical lives, we may agree with Frankfurt that identification is, in this sense, "fundamental.". (shrink)

In recent years, the adverse implications of organizational identification (OID) have received significant attention in the field of organizational behavior research, particularly as it is considered a critical factor in unethical pro-organizational behavior (UPB). Nevertheless, the findings of previous studies are inconsistent. To explain these discrepancies, we performed a meta-analysis of 54 independent studies from January 2010 to April 2023, comprising a total of 14,836 samples, to investigate the impact of OID on UPB and the moderating effects of cultural (...) context. The results of our study demonstrated that individualism, power distance, masculinity, uncertainty avoidance, and indulgence play moderating roles in the OID – UPB relationship. This study makes noteworthy theoretical and practical contributions and lays the foundation for future research. (shrink)

The notion of moral expertise poses a variety of challenges concerning both the question of existence of such experts and their identification by laypeople. I argue for a view of ethics expertise, based on moral understanding instead of on moral knowledge, that is less robust than genuine moral expertise and that does not rely on deference to testimony. I propose identification criteria that focus mainly on the awareness and communication of implicit biases and situated ignorance. According to the (...) account of ethics expertise presented in this paper, the expert's testimony is not an epistemic reason for the layperson's belief, but merely an epistemic influence. The epistemic reasons for the layperson's belief are largely independent from the expert. But there is still some epistemic risk involved in the proposed method of knowledge transfer, and therefore criteria for the identification of a trustworthy expert are necessary. The risk involved in knowledge transfer can be both due to willful manipulation and due to the expert's implicit biases and situated ignorance. While willful manipulation cannot really be avoided, the influence from biases and ignorance can be minimized. I argue that the best way to do this is if the expert is aware of their own biases and ignorance and communicates them. Combined with evidence of the expert's education in moral philosophy and experience with the topic in question, this gives the layperson the best chance to identify someone who can really help them consider all relevant aspects of a situation and come to a better justified decision. (shrink)

Real-self accounts of moral responsibility distinguish between various types of motivational elements. They claim that an agent is responsible for acts suitably related to elements that constitute the agent's real self. While such accounts have certain advantages from a compatibilist perspective, they are problematic in various ways. First, in it, authority and authenticity conceptions of the real self are often inadequately distinguished. Both of these conceptions inform discourse on identification, but only the former is relevant to moral responsibility. Second, (...) authority and authenticity real-self theories are unable to accommodate cases in which the agent neither identifies nor disidentifies with his action and yet seems morally responsible for what he does. Third, authority and authenticity real-self theories are vulnerable to counterexamples in which the provenance of the agent's real self undermines responsibility. (shrink)

The idea that appearances provide justifications for beliefs—the principle of phenomenal conservatism—is self-evidently true. In the case of cognitive penetration, however, it seems that certain irrational etiologies of a belief may influence the epistemic quality of that belief. Susanna Siegel argues that these etiologies lead to ‘epistemic downgrade.’ Instead of providing us with a decisive objection, cognitive penetration calls for us to clarify our epistemic framework by understanding the formative parts of appearances. In doing so, the two different but inseparable (...) ideas of sensation and intellection provide us with a basis of our appearances. These appearances, in turn, provide us with the objective evidence needed to test our judgements. Thus, the extra-sensory concepts of intellectual identification and the appearances they help form become an epistemic groundwork. (shrink)

One broadly recognised characteristic feature of (a core subset of) the self-attributions constitutive of self-knowledge is that they are ‘immune to error through misidentification’ (hereafter IEM). In the last thirty years, Evans’s notion of “identification-freedom” (Evans 1982) has been central to most classical approaches to IEM. In the Evansian picture, it is not clear, however, whether there is room for a description of what may be the strongest and most interesting variant of IEM; namely what Pryor (1999) has first (...) brought to the fore under the name “Which-object IEM”, and which I’ll prefer calling existential IEM. I argue that recent development of relativist frameworks in semantics and pragmatics, particularly in Recanati (2007a-b), (2009), (2010), (2012a), may be precisely of a nature to address this limitation. The relativist theory of IEM, and in particular its suitability to cover existential IEM, may superficially seem to stem from a rejection of the core elements of the classical identification-freedom approach. However, I hope to show that, modulo a clarification and richer un-derstanding of the relevant notions of identification and identification-freedom, the relativist theory of IEM can be seen as both pushing further and complementing Evans’s intuitions, rather than conflicting with them. (shrink)

Beginning with Freud’s treatment of identification as an ambivalent process, we explore identification’s polarization between narcissistic idealization and melancholic division. While narcissistic identification can be seen as a strategy adopted by the ego to avoid the educational development of its drives and to maintain itself either in whole or in part in an infantile state, melancholic identification activates a tension between the ego-ideal and the real ego at the expense of the latter. After discussing the ambivalence (...) of identification, we review Freud’s discussion of mass formations as group identifications, arguing that the work of facilitating a productive sublimation of the drives cannot be reduced to a strengthening of the artificial masses represented by social institutions such as the church and the educational system. Instead, the difference between mass formations allowing for collective sublimation and those suffering from narcissistic or melancholic blockages must be found in the productive qualities of the mass itself. In closing, we outline a few ways in which we might begin to understand the political contribution of masses to the maturation of human drives. (shrink)

Governing by identity describes the emerging regime of a globalizing, mobile world. Governance depends on identification but identification increasingly depends on biometrics. This 'solution' to difficulties of verification is described and some technical weaknesses are discussed. The role of biometrics in classification systems is also considered and is shown to contain possible prejudice in relation to racialized criteria of identity. Lastly, the culture of biometric identification is shown to be limited to abstract data, artificially separated from the (...) lived experience of the body including the orientation to others. It is proposed that creators of national ID systems in particular address these crucial deficiencies in their attempt to provide new modes of verification. (shrink)

The notion of moral expertise poses a variety of challenges concerning both the question of existence of such experts and their identification by laypeople. I argue for a view of ethics expertise, based on moral understanding instead of on moral knowledge, that is less robust than genuine moral expertise and that does not rely on deference to testimony. I propose identification criteria that focus mainly on the awareness and communication of implicit biases and situated ignorance. According to the (...) account of ethics expertise presented in this paper, the expert's testimony is not an epistemic reason for the layperson's belief, but merely an epistemic influence. The epistemic reasons for the layperson's belief are largely independent from the expert. But there is still some epistemic risk involved in the proposed method of knowledge transfer, and therefore criteria for the identification of a trustworthy expert are necessary. The risk involved in knowledge transfer can be both due to willful manipulation and due to the expert's implicit biases and situated ignorance. While willful manipulation cannot really be avoided, the influence from biases and ignorance can be minimized. I argue that the best way to do this is if the expert is aware of their own biases and ignorance and communicates them. Combined with evidence of the expert's education in moral philosophy and experience with the topic in question, this gives the layperson the best chance to identify someone who can really help them consider all relevant aspects of a situation and come to a better justified decision. (shrink)

Reductionists about agency maintain that an agent’s causing something is reducible to states and events involving the agent causing something. Some worry that reductionism cannot accommodate robust forms of agency, such as self-determination. One reductionist answer to this worry, which I call ‘identification reductionism,’ contends that self-governing agents are identified with certain attitudes, and so these attitudes’ causing a decision count as the agent’s self-determining the decision. I argue that a prominent species of identification reductionism developed by Harry (...) Frankfurt, Agnieszka Jaworska, Jeffrey Seidman, and David Shoemaker—according to which an agent is identified with his (deepest) cares—is inadequate. (shrink)

This study focused on the identification problems of two-input single-output system with moving average noises based on unsupervised learning methods applied to the input signals. The input signal to the autoregressive moving average model is proposed to be arriving from a source with continuous technical and environmental changes as two separate featured input signals. These two input signals were grouped in a number of clusters using the K-means clustering algorithm. The clustered input signals were supplied to the model in (...) an orderly fashion from cluster-1 up to cluster-K. To ensure that the output signal can be best predicted from the input signal which in turn leads to selecting good enough model for its intended use, the magnitude-squared coherence measure is applied to the input/output signals in the cases of clustered and nonclustered inputs, which indicates best correlation coefficient when measured with clustered inputs. From collected input-output signals, we deduce a K-means clustering based recursive least squares method for estimating the parameter of autoregressive moving average system. The simulation results indicate that the suggested method is effective. (shrink)

1. Historically, our sense of smell has been deemed informationally impoverished, not very discerning, subjective, ineffable, and generally of little value (for an overview, see e.g., Barwich, 2020...

An important thesis discussed in the literature on shared agency is that group identification motivates pre-school children to act together. This paper aims at further illuminating this thesis by clarifying what triggers the process of group identification in young children. It is argued that joint attention, among other functions in supporting joint actions, can reveal to the co-attenders that they share some preferences. Since sharing preferences has been established by the literature to be a reliable motivation of group (...) identification and since joint attention has an early emergence in development, one can consider joint attention to be a putative trigger of group identification in pre-school children. If this is on the right track, group identification, joint attention, and preferences identify a cluster of minimal pre-conditions for joint actions. (shrink)

When the stored representation of the meaning of a stimulus is accessed through the processing of a sensory input it is maintained in an activated state for a certain amount of time that allows for further processing. This semantic activation is generally accompanied by conscious identification, which can be demonstrated by the ability of a person to perform discriminations on the basis of the meaning of the stimulus. The idea that a sensory input can give rise to semantic activation (...) without concomitant conscious identification was the central thesis of the controversial research in subliminal perception. Recently, new claims for the existence of such phenomena have arisen from studies in dichotic listening, parafoveal vision, and visual pattern masking. Because of the fundamental role played by these types of experiments in cognitive psychology, the new assertions have raised widespread interest. (shrink)

The fast development of synthetic media, commonly known as deepfakes, has cast new light on an old problem, namely—to what extent do people have a moral claim to their likeness, including personally distinguishing features such as their voice or face? That people have at least some such claim seems uncontroversial. In fact, several jurisdictions already combat deepfakes by appealing to a “right to identity.” Yet, an individual’s disapproval of appearing in a piece of synthetic media is sensible only insofar as (...) the replication is successful. There has to be some form of identity between the content and the natural person. The question, therefore, is how this identity can be established. How can we know whether the face or voice featured in a piece of synthetic content belongs to a person who makes claim to it? On a trivial level, this may seem an easy task—the person in the video is A insofar as he or she is recognised as being A. Providing more rigorous criteria, however, poses a serious challenge. In this paper, I draw on Turing’s imitation game, and Floridi’s method of levels of abstraction, to propose a heuristic to this end. I call it the identification game. Using this heuristic, I show that identity cannot be established independently of the purpose of the inquiry. More specifically, I argue that whether a person has a moral claim to content that allegedly uses their identity depends on the type of harm under consideration. (shrink)

While many profound philosophical questions arise about psychopaths, I wish to draw attention to two limitations in current debates. First, philosophers mainly deal with offender and forensic populations neglecting so-called ‘successful’ psychopaths. Second, philosophers mainly focus on the issue of empathy and responsibility, while relatively little attention is paid to volitional aspects. I address these two limitations together and argue that ‘successful’ psychopaths are volitionally constrained. In order to grasp and explore this deficiency, I argue in favour of a more (...) refined and fine-grained understanding of identifications. (shrink)

Philosophy and Phenomenological Research, EarlyView.

(2013). DANGEROUS IDENTIFICATIONS: an exchange between jacques derrida and philippe lacoue-labarthe. Angelaki: Vol. 18, No. 2, pp. 91-104.

This paper provides a detailed study of fraud in practice through an empirical investigation of B.P.Sayers, a family-owned stockbroking firm that had been in existence for over 100 years and that collapsed due to the fraudulent activities of the firm's junior partner. An interpretive narrative methodology has been employed which has resulted in the development of a detailed understanding of fraud and moral breakdown in organizations, resulting from a failure of responsibility that arises from a dysfunctional work identification and (...) its moral implications. In developing this account of fraud, the conceptual framework utilized is drawn from the moral philosophical work of Emmanuel Levinas who explicated how the breakdown of social relations of responsibility results, in turn, in moral breakdown. (shrink)

ABSTRACTFacial stimuli are widely used in behavioural and brain science research to investigate emotional facial processing. However, some studies have demonstrated that dynamic expressions elicit stronger emotional responses compared to static images. To address the need for more ecologically valid and powerful facial emotional stimuli, we created Dynamic FACES, a database of morphed videos from younger, middle-aged, and older adults displaying naturalistic emotional facial expressions. To assess adult age differences in emotion identification of dynamic stimuli and to provide normative (...) ratings for this modified set of stimuli, healthy adults categorised for each video the emotional expression displayed, rated the expression distinctiveness, estimated the age of the face model, and rated the naturalness of the expression. We found few age differences in emotion identification when using dynamic stimuli. On... (shrink)

In crossmodal identification, a subject token identifies an item perceived in one sensory modality with an item perceived in another sensory modality. Does crossmodal identification always occur in cognition, or does crossmodal identification sometimes take place in perception? This paper argues that crossmodal identification occurs in cognition, and not in perception. Nevertheless, multisensory perception is not unalive to crossmodal identity. Experimental evidence demonstrates that perception is differentially sensitive to the identity of individuals presented to distinct senses. (...) Such sensitivity enhances recognition and improves action. This approach relies on distinguishing crossmodal identification from perceiving crossmodal identity. Perception registers crossmodal identity, but crossmodal identification as such belongs to thought. (shrink)

Identification as a psychological concept is widely used in psychology and in social science. This use relies on an ordinary understanding of what identification is, and this understanding has itself been influenced by psychoanalysis. The concept is, however, in need of philosophical exploration. Central to its use is the idea of character, its nature and its development, which like identification itself is under-theorized. I use Richard Wollheim's philosophical analysis of identification in terms of the imagination, to (...) trace a path from ordinary psychology's conception of characterological identification to the psychoanalytic one. I link this to a short discussion of character as a conception of the self available to reflection. Making reference to some psychoanalytic case material, I defend psychoanalysis? version of identification and its applicability in psychology and the social sciences. (shrink)

Based on the notion of a trope, this paper gives a novel analysis of identificational sentences such as 'this is Mary','this is a beautiful woman', 'this looks like Mary', or 'this is the same lump of clay, but not the same statue as that'.

It is proved that for any k, the class of classical categorial grammars that assign at most k types to each symbol in the alphabet is learnable, in the Gold (1967) sense of identification in the limit from positive data. The proof crucially relies on the fact that the concept known as finite elasticity in the inductive inference literature is preserved under the inverse image of a finite-valued relation. The learning algorithm presented here incorporates Buszkowski and Penn's (1990) algorithm (...) for determining categorial grammars from input consisting of functor-argument structures. (shrink)

This paper offers a novel ‘changing places’ account of identification in games, where the consequences of role swapping are crucial. First, it illustrates how such an account is consistent with the view, in classical game theory, that only outcomes (and not pathways) are significant. Second, it argues that this account is superior to the ‘pooled resources’ alternative when it comes to dealing with some situations in which many players identify. Third, it shows how such a ‘changing places’ account can (...) be used in games where some of the players identify with one another, but others do not. Finally, it illustrates how the model can handle the notion that identification comes in degrees. (shrink)

ABSTRACTSpatial cueing paradigms are popular tools to assess human attention to emotional stimuli, but different variants of these paradigms differ in what participants’ primary task is. In one variant, participants indicate the location of the target, whereas in the other they indicate the shape of the target. In the present paper we test the idea that although these two variants produce seemingly comparable cue validity effects on response times, they rest on different underlying processes. Across four studies using both variants (...) and manipulating the motivational relevance of cue content, diffusion model analyses revealed that cue validity effects in location tasks are primarily driven by response biases, whereas the same effect rests on delay due to attention to the cue in identification tasks. Based on this, we predict and empirically support that a symmetrical distribution of valid and invalid cues would reduce cue validity... (shrink)

This article presents three studies examining the importance of identification with characters in research on media entertainment. In Study 1 it was found that identification with characters was associated with spectators' degree of enjoyment of feature films of different genres. Study 2 showed that identification with characters predicts the affective impact of a dramatic film and, also, it was associated with greater cognitive elaboration and a more complex reflexive process during the viewing of the dramatic film. In (...) Study 3 it was observed that identification with characters predicted the incidental impact of a full length fictional film on attitudes and beliefs. These results support the centrality of the construct of identification with characters in narrative persuasion research. (shrink)

Efficient identification of influential nodes is one of the essential aspects in the field of complex networks, which has excellent theoretical and practical significance in the real world. A valuable number of approaches have been developed and deployed in these areas where just a few have used centrality measures along with their concerning deficiencies and limitations in their studies. Therefore, to resolve these challenging issues, we propose a novel effective distance-based centrality algorithm for the identification of influential nodes (...) in concerning networks. EDBC algorithm comprises factors such as the power of K-shell, degree nodes, effective distance, and numerous levels of neighbor’s influence or neighborhood potential. The performance of the proposed algorithm is evaluated on nine real-world networks, where a susceptible infected recovered epidemic model is employed to examine the spreading dynamics of each node. Simulation results demonstrate that the proposed algorithm outperforms the existing techniques such as eigenvector, betweenness, closeness centralities, hyperlink-induced topic search, H-index, K-shell, page rank, profit leader, and gravity over a valuable margin. (shrink)

Abstract: We are all familiar with the way in which social roles, such as mother, father, professor, club football coach, citizen, and so on, confront us with clusters of duties that purport to bind us. Though we generally experience these role-duties as normatively binding, we might question this. What reason do role-occupants have for conforming to the duties that define their roles? I argue that the agent who identifies with her role thereby has a weighty and important justificatory reason for (...) conforming to the role's defining duties: namely, the identifying agent realizes the fundamental goods of meaning and self-determination by doing so. This is an important normative ground of role-duties because it, unlike the grounds of natural duty or voluntary assumption, ensures that the duties it grounds are not alien impositions but rather are elements of the identifying agent's wellbeing. I also argue that role-identification provides a reason that shares many of the characteristics of a moral reason, and I argue that role-identification in tandem with the principle of fair play grounds a moral duty to conform to one's role-duties. (shrink)

Although counterproductive work behaviors can be extremely damaging to organizations and society as a whole, we do not yet fully understand the link between employees’ organizational attachment and their intention to engage in such behaviors. Based on social identity theory, we predicted a negative relationship between organizational identification and counterproductive work behaviors. We also predicted that this relationship would be moderated by ambivalent identification. We explored counterproductive work behaviors toward the organization and other individuals. Study 1, a survey (...) of 198 employees, revealed that employees who identified strongly with their organization reported lower levels of CWB-O, but as predicted, only when ambivalent identification was low. Study 2 involved a manipulation in the form of a scenario presented to 228 U.S. employees, generally replicated the findings of Study 1: the link between organizational identification and CWB-O was stronger for participants in the low ambivalence condition than for those in the high ambivalence condition. The interaction effect of ambivalent and organizational identification on CWB-I was only marginally significant in the second study. These findings provide new evidence for the positive influence of organizational identification under conditions of low ambivalence on counterproductive behaviors toward an organization. (shrink)

This article explores the formation of democratic subjectivity and its connection to change. Drawing on Wittgenstein's account of aspect seeing, it seeks to elucidate the processes through which political grammars change. More specifically, it illuminates two dimensions of the formation of democratic political subjectivity: the initial " identification as" a democratic subject and its repeated renewal, necessary to the maintenance of a democratic ethos. I argue that by drawing a distinction between "aspect dawning" and "aspect change," it is possible (...) to capture the key characteristics of these two dimensions. This account is developed in contrast to existing democratic theory, which either does not deal sufficiently with the formation of subjectivity or does not give full attention to the specific requirements of the formation of democratic forms of identification. (shrink)

This article explores a form of ethics and spirituality based on the nearly universal but often undeveloped human capacity for identifying self with others and with non-personal values. It begins with commonplace non-moral identification experiences, then describes identification with others in ethical and spiritual unions. Freud’s psychological emphasis on identification is linked with ethics and spirituality, though Freud would have objected. Robert S. Hartman’s three kinds of goodness—systemic, extrinsic, and intrinsic—are applied to abundant ethical and spiritual living (...) through identification. Intrinsic identification with intrinsic values is the highest moral ideal; intrinsic identification with ultimate reality and with goodness in all its forms is the highest spiritual ideal. (shrink)

According to Hanne Andersen, "an analysis of goes beyond research ethics and includes important epistemological aspects" (p.1). Her purpose is to point at a new area for philosophy of science in practice, which she does by highlighting different epistemological issues about malpractices and showing how documenting them in a precise way is beneficial to their solution. She articulates in particular two questions, namely the issue of the identification of bad practices and malpractices, and the ways of preventing the latter (...) from happening. I shall discuss how Andersen contributes to these issues, and make additional suggestions. Before going further, I first want to clarify a few points. (shrink)

Recently there has been a resurgence of philosophical interest in love, resulting in a wide variety of accounts. Central to most accounts of love is the notion of caring about your beloved for his sake. Yet such a notion needs to be carefully articulated in the context of providing an account of love, for it is clear that the kind of caring involved in love must be carefully distinguished from impersonal modes of concern for particular others for their sakes, such (...) as moral concern or concern grounded in compassion. That is, we might say, the kind of caring that is central to love must be somehow distinctly intimate. The trouble is to cash out these firm intuitions in a satisfactory way. (shrink)

Cancer is fast becoming an alarming cause of human death. However, it has been reported that if the disease is detected at an early stage, diagnosed, treated appropriately, the patient has better chances of survival long life. Machine learning technique with feature-selection contributes greatly to the detecting of cancer, because an efficient feature-selection method can remove redundant features. In this paper, a Fuzzy Preference-Based Rough Set (FPRS) blended with Support Vector Machine (SVM) has been applied in order to predict cancer (...) biomarkers for biological and gene expression datasets. Biomarkers are determined by deploying three models of FPRS, namely, Fuzzy Upward Consistency (FUC), Fuzzy Downward Consistency (FLC), and Fuzzy Global Consistency (FGC). The efficiency of the three models with SVM on five datasets is exhibited, and the biomarkers that have been identified from FUC models have been reported. (shrink)