Implementation of Paper Genealogy in Subgraph Mining

Information networks contains many data base in the different search of area , Whenever a new researcher goes to search a topic , there are lots of papers , In those papers some are relevant to user define topic and some are unfamiliar to that topic.For making literature survey researcher needs to collect all information regarding domain which are relevant to that particular topic but there are many citations are available which contains huge amount of data where number of papersis presented by authors.It is very difficult to study all published papers, after analysing this problem an idea is created to solve the problem of search of all research papers with their citation. This paper is design to solve these entire problems, how to find out relative papers with respected query. This paper will be centred on creation of genealogy of all those published papers which will find out the all relevant papers according to user entered keyword it is startingworking of process, after that extraction part will be come in which discrimination of survey paper and implementation of paper will be extracting according to seminal papers it will create genealogy of those paper, by association and interlinking among all matching documents on the basis of references of each paper. The created Genealogy willhelpful for user to get a quick look of their searched topic at which papers are relevant to given query of research, So that all the seminal papers will be shown to user and usercan focus on only those documents . By this proposed work user neither looks on unwanted documents nor expend the time for searching the particular topic, which may increases scalability and efficiency of searching keywords

Principal manifolds and graphs in practice: from molecular biology to dynamical systems

We present several applications of non-linear data modeling, using principal manifolds and principal graphs constructed using the metaphor of elasticity (elastic principal graph approach). These approaches are generalizations of the Kohonen's self-organizing maps, a class of artificial neural networks. On several examples we show advantages of using non-linear objects for data approximation in comparison to the linear ones. We propose four numerical criteria for comparing linear and non-linear mappings of datasets into the spaces of lower dimension. The examples are taken from comparative political science, from analysis of high-throughput data in molecular biology, from analysis of dynamical systems.Comment: 12 pages, 9 figure

Searching for the Kuhnian moment : the Black-Scholes-Merton formula and the evolution of modern finance theory

The Black-Scholes-Merton formula has been put to widespread use by options traders because it provides a means of calculating the theoretically 'correct' price of stock options. Traders can therefore see whether the market price of stock options undervalues or overvalues them compared with their hypothetical Black-Scholes-Merton price, before choosing to buy or sell options accordingly. As a consequence of this close relationship between options pricing theory and options pricing practice, a strong performativity loop was activated, whereby market prices quickly converged on the hypothetical Black-Scholes-Merton prices following the dissemination of the formula. The theory has therefore had significant real-world effects, but how should we characterize the initial instinct to derive the theory from a philosophy of science perspective? The two books under review suggest that a Kuhnian reading of the advancement of scientific knowledge might well be the most appropriate. But, on closer inspection, it becomes clear that the publication of the Black-Scholes-Merton formula should not be seen as a Kuhnian moment with paradigm-shaping attributes. It is shown that, at most, the formula acts as an important exemplar which, via its use in the training of options pricing theorists and options pricing practitioners, reinforces the entrenchment of finance theory within the orthodox economics worldview

Piecing Together a Genealogical Puzzle

The emergence of intersectionality and the reemergence of American pragmatism within the academy in the late-twentieth century raises some provocative issues. On the surface, intersectionality and American pragmatism appear to be very different entities, yet emphasizing their differences may overlook deeper connections that might benefit both discourses. Using a genealogical method, this essay explores one core question: how might intersectionality and American pragmatism as knowledge projects inform each other? The body of the essay presents an abbreviated analysis of the structural and symbolic contours of each knowledge project so that the theme of their potential dialogical relationship can be investigated. The essay concludes by examining three areas of convergence that emerge from this preliminary dialogue, namely, themes of experience, complex social inequalities and conceptions of social action

Islam Between Inclusion and Exclusion: A (Decolonial) Frame Problem

In this chapter, the 'Frame Problem' in AI is mobilized as a trope in order to engage the 'question' concerning the inclusion and/or exclusion of Islam (and Muslims) from European – and, more broadly, 'Western' – society. Adopting a decolonial perspective, wherein body-political, geo-political and theo-political concerns are centered, the meaning and applicability of categorical dichotomies such as 'religion' and 'politics' and their relationship to the historical entanglement of 'religion' and 'race' in the formation of the modern world are interrogated in the context of understanding the nature of the relationship between Islam and Europe/'the West'. It is argued that the tendency within Western liberal democratic discourses to (1) frame the problem of Islamophobia and 'the Muslim question' in terms of misrepresentation – that is, misinformation, disinformation and 'distortion' of the flow of information – and (2) frame the issue of "Islam and Europe/'the West'" in terms of inclusion and/or exclusion of the members of a 'religious' minority into a post-modern, post- Christian/'secular' polity circumvents disclosure of the violent historically-constituted structural background or 'horizon' against which such 'options' are generated. The essay concludes by sketching some possible decolonial responses to this critical and existentially-problematic state of affairs

Elitism in Mathematics and Inequality

The Fields Medal, often referred as the Nobel Prize of mathematics, is awarded to no more than four mathematician under the age of 40, every four years. In recent years, its conferral has come under scrutiny of math historians, for rewarding the existing elite rather than its original goal of elevating mathematicians from under-represented communities. Prior studies of elitism focus on citational practices and sub-fields; the structural forces that prevent equitable access remain unclear. Here we show the flow of elite mathematicians between countries and lingo-ethnic identity, using network analysis and natural language processing on 240,000 mathematicians and their advisor-advisee relationships. We found that the Fields Medal helped integrate Japan after WWII, through analysis of the elite circle formed around Fields Medalists. Arabic, African, and East Asian identities remain under-represented at the elite level. Through analysis of inflow and outflow, we rebuts the myth that minority communities create their own barriers to entry. Our results demonstrate concerted efforts by international academic committees, such as prize-giving, are a powerful force to give equal access. We anticipate our methodology of academic genealogical analysis can serve as a useful diagnostic for equality within academic fields