Automatic text summarization extracts information from a source text and presents it to the user in a condensed form while preserving its primary content. Many text summarization approaches have been investigated in the literature for highly resourced languages. At the same time, ATS is a complicated and challenging task for under-resourced languages like Malayalam. The lack of a standard corpus and enough processing tools are challenges when it comes to language processing. In the absence of a standard corpus, we have (...) developed a dataset consisting of Malayalam news articles. This article proposes an extractive topic modeling-based multi-document text summarization approach for Malayalam news documents. We first cluster the contents based on latent topics identified using the latent Dirichlet allocation topic modeling technique. Then by adopting vector space model, the topic vector and sentence vector of the given document are generated. According to the relevant status value, sentences are ranked between the document’s topic and sentence vectors. The summary obtained is optimized for non-redundancy. Evaluation results on Malayalam news articles show that the summary generated by the proposed method is closer to the human-generated summaries than the existing text summarization methods. (shrink)

Bargaining games have played a prominent role in modeling the evolution of social conventions. Previous models assumed that agents must choose from a predetermined set of strategies. I present a new model of two agents learning in bargaining games in which new strategies must be invented and reinforced. I study the efficiency and fairness of the model outcomes. The outcomes are somewhat efficient, but a significant part of the resource is wasted nonetheless. I implement two forms of forgetting, and restrictions (...) to the set of strategies that can be invented. (shrink)

Volume 52, Issue 5, May 2020, Page 475-484.

The original article has been corrected. The Introduction to the special issue Anticolonialism and Solidarity with Others was based upon an incorrect table of contents. This has been corrected.

General epistemic polarization arises when the beliefs of a population grow further apart, in particular when all agents update on the same evidence. Epistemic factionalization arises when the beliefs grow further apart, but different beliefs also become correlated across the population. I present a model of how factionalization can emerge in a population of ideally rational agents. This kind of factionalization is driven by probabilistic relations between beliefs, with background beliefs shaping how the agents’ beliefs evolve in the light of (...) new evidence. Moreover, I show that in such a model, the only possible outcomes from updating on identical evidence are general convergence or factionalization. Beliefs cannot spread out in all directions: if the beliefs overall polarize, then it must result in factionalization. (shrink)

Utpaladeva (c. 900–950 C.E.) was the chief originator of the Pratyabhijñā philosophical theology of monistic Kashmiri Śaivism, which was further developed by Abhinavagupta (c. 950–1020 C.E.) and other successors. The Ajaḍapramātṛsiddhi, “Proof of a Sentient Knower,” is one component of Utpaladeva’s trio of specialized studies called the Siddhitrayī, “Three Proofs.” This article provides an introduction to and translation of the Ajaḍapramātṛsiddhi along with the Vṛtti commentary on it by the nineteenth–twentieth century paṇḍit, Harabhatta Shastri. Utpaladeva in this work presents “transcendental” (...) arguments that a universal knower (pramātṛ), the God Śiva, necessarily exists and that this knower is sentient (ajaḍa). He defends the Pratyabhijñā understanding of sentience against alternative views of both Hindu and Buddhist schools. As elsewhere in his corpus, Utpaladeva also endeavors through his arguments to lead students to the recognition (pratyabhijñā) of identity with Śiva, properly understood as the sentient knower. (shrink)

Manifold learning and effective model building are generally viewed as fundamentally different types of procedure. After all, in one we build a simplified model of the data, in the other, we construct a simplified model of the another model. Nonetheless, I argue that certain kinds of high-dimensional effective model building, and effective field theory construction in quantum field theory, can be viewed as special cases of manifold learning. I argue that this helps to shed light on all of these techniques. (...) First, it suggests that the effective model building procedure depends upon a certain kind of algorithmic compressibility requirement. All three approaches assume that real-world systems exhibit certain redundancies, due to regularities. The use of these regularities to build simplified models is essential for scientific progress in many different domains. (shrink)

Situation theory is the result of an interdisciplinary effort to create a full-fledged theory of information. Created by scholars and scientists from cognitive science, computer science and AI, linguistics, logic, philosophy, and mathematics, it aims to provide a common set of tools for the analysis of phenomena from all these fields. Unlike Shannon-Weaver type theories of information, which are purely quantitative theories, situation theory aims at providing tools for the analysis of the specific content of a situation. The question addressed (...) is not how much information is carried, but what information is carried. (shrink)

Our paper builds on earlier research to show how Bimal Krishna Matilal and Henry Odera Oruka challenge dominant narratives of the West-centered progress of philosophical and other forms of critical rationality. On the basis of persisting “enlightenment” and colonialist prejudices, a majority of Western philosophers have ignored philosophical inquiry in non-Western cultures. Both philosophical decolonizers had much of their upbringing and education while their countries were British colonies, earned their Ph.D.s in the West, and became renowned philosophers at Oxford and (...) the University of Nairobi. Oruka advocated mainly oral but increasingly written philosophical reflections in various ethnic traditions of Kenya and East Africa, though his ideas have also been applied to other cultures of the continent. Matilal focused on South Asian, Sanskrit philosophical traditions, which though comprising a large written literature are also often oral in their origins and ongoing pedagogical and hermeneutic culture. Beyond just demonstrating that Africans, Indians, and others can think for themselves, the two thinkers have laid the groundwork for, and initiated a number of more substantive philosophical engagements. The perhaps initially slow but exponentially increasing exchanges among non-Western peoples are well exemplified by the dialogs being organized in the present issue, as well as other efforts throughout the global academy. (shrink)

Western Marxism, since its Western deviation and theoretical development in the 1920s, developed in diverse ways that has reflected the broader philosophical environment. First, a theory of conscio...

INTRODUCTION Linguists who work within the tradition of transformational generative grammar tend to regard semantics as an intractable, perhaps ultimately ...

The demonstration that hypnotic suggestion can inhibit word/colour Stroop highlights one of the benefits of using hypnosis to explore cognitive psychology and in particular attentional processes. The compelling results using a rigorous design have particular relevance for the presumed automaticity of some forms of information processing. Moreover the results support the potential that hypnotic suggestion offers for creating clinically informed analogues of relevant psychological and neuropsychological conditions. As with all novel research, the results of Raz and Campbell raise further operational (...) and theoretical questions, relating in this case to the use of hypnotic, post-hypnotic and non-hypnotic suggestion and the utility of existing measures of hypnotizability. (shrink)

David E. Cooper Early in, while I was teaching in the United States, I received news of my appointment as a lecturer in the philosophy of education at the ...

"Wisdom in the Open Air" traces the Norwegian roots of the strain of thinking called "deep ecology" - the search for the solutions to environmental problems by examining the fundamental tenets of our culture. Although Arne Naess coined the term in the 1970s, the insights of deep ecology actually reflect a whole tradition of thought that can be seen in the history of Norwegian culture, from ancient mountain myths to the radical ecoactivism of today. Beginning with an introduction to Norway's (...) emphasis on nature and the wild, Reed and Rothenberg explore the birth of the environmental movement in the 1960s and 1970s. What follows is a collection of writings by prominent Norwegian thinkers on humanity and nature, most never before published in English. From Peter Wessel Zapffe, a twentieth-century Kierkegaardian figure, the list goes on to include Arne Naess, activist/critic/artist Sigmund Kvaloy, wilderness educator Nils Faarlund, novelist Finn Alnaes, sociologist Johan Galtung, and social reformer Erik Dammann. Their points of view offer thoughts on the significance of modern life and what it means to be human in the face of deteriorating environmental global trends of the 20th century. "Wisdom in the Open Air" asks and answers a fundamental question concerning the ecomovement: what is the role of deep, often abstract, thinking in the attempt to avert a very real ecological crisis? (shrink)

Rich with historical and cultural value, these works are published unaltered from the original University of Minnesota Press editions.

[Open access] In this book symposium the author takes up questions from phenomenology, hermeneutics, ethical theory, and intellectual history raised by a group of scholarly interlocutors from a range of backgrounds. In the course of engaging with these issues, he discusses, inter alia, McDowell’s realism, Jonathon Lear’s work on the end of a world, Michael Oakeshott’s view of selfhood, Heidegger’s conception of Jemeinigkeit, Uexküll’s notion of Umwelt, and Gadamer’s hermeneutic conception of truth.

Theological schools are well situated to create intentional cultures for the purpose of spiritual formation. Indeed, most schools of theology have this goal as an essential part of their mission as well as a requirement for continued accreditation. And yet, the measurement of spiritual formation over time is fraught with challenges. This article seeks to address some of these challenges by means of developing a meta-theory of positive change/growth which would eventually serve as a theoretical basis for the development of (...) a generalizable and reliable measurement tool. (shrink)

O Katulu vemo zelo malo zanesljivega in celo večino tega je treba razbrati iz njegovega lastnega literarnega dela. To je vedno tvegan pristop, ki mu kritika danes večinoma nasprotuje (četudi je kritika vedno spremenljiva in znaki teh sprememb so že v zraku). Toda po drugi strani vemo kar precej o zadnjem stoletju rimske republike, o času torej, v katerem je Katul preživel svoje kratko, a intenzivno življenje, in o številnih javnih osebnostih, tako iz sveta književnosti kot politike, ki jih je (...) štel med svoje prijatelje ali sovražnike. Tako kot Byron, ki je bil Katulu v nekaterih pogledih podoben, se je gibal v krogih visoke družbe, imel je radikalna stališča, ne da bi se aktivno politično udejstvoval, ter je pisal poezijo, ki daje vtis, da je nastala kot odziv na družbeno dogajanje, literarne tokove ali zasebne škandale takratne aristokracije. (shrink)

Volume 20, Issue 8, August 2020, Page 96-98.

This article presents seven principles that have guided our thinking about emotional intelligence, some of them new. We have reformulated our original ability model here guided by these principles, clarified earlier statements of the model that were unclear, and revised portions of it in response to current research. In this revision, we also positioned emotional intelligence amidst other hot intelligences including personal and social intelligences, and examined the implications of the changes to the model. We discuss the present and future (...) of the concept of emotional intelligence as a mental ability. (shrink)

David Hume's writings on history, politics and philosophy have shaped thought to this day. His bold scepticism ranged from common notions of the 'self' to criticism of standard theistic proofs. He insisted on grounding understandings of popular religious beliefs in human psychology rather than divine revelation, and he aimed to disentangle philosophy from religion in order to allow the former to pursue its own ends. In this book, Professors David W Purdie and Peter S Fosl decipher some (...) of Hume's most challenging texts for the modern reader, while preserving the sharp intellect and undaunted nerve for which Hume is famous. Hume's spirit is brought alive for contemporary times and his writing is made accessible for its intended audience: the general public."-- Back cover. (shrink)