Although we agree with Pickering & Garrod (P&G) that prediction-by-simulation and prediction-by-association are important mechanisms of anticipatory language processing, this commentary suggests that they: (1) overlook other potential mechanisms that might underlie prediction in language processing, (2) overestimate the importance of prediction-by-association in early childhood, and (3) underestimate the complexity and significance of several factors that might mediate prediction during language processing.

Rough sets are used in numerous knowledge representation contexts and are then empowered with varied ontologies. These may be intrinsically associated with ideas of rationality under certain conditions. In recent papers, specific granular generalisations of graded and variable precision rough sets are investigated by the present author from the perspective of rationality of approximations (and the associated semantics of rationality in approximate reasoning). The studies are extended to ideal-based approximations (sometimes referred to as subsethood-based approximations). It is additionally shown that (...) co-granular or point-wise approximations defined by σ-ideals/filters (for an arbitrary relation σ) fit easily into the entire scheme. Concepts of the rationality of objects (vague or crisp) and their types are introduced and are shown to be applicable to most general rough sets by the present author. Surprising results on these are proved on these by her in this part of the research paper. The present paper is the first of a three part study on the topic. (shrink)

This reader collects and introduces important work in linguistics, computer science, artificial intelligence, and computational linguistics on the use of linguistic devices in natural languages to situate events in time: whether they are past, present, or future; whether they are real or hypothetical; when an event might have occurred, and how long it could have lasted. In focussing on the treatment and retrieval of time-based information it seeks to lay the foundation for temporally-aware natural language computer processing systems, for example (...) those that process documents on the worldwide web to answer questions or produce summaries. The development of such systems requires the application of technical knowledge from many different disciplines. The book is the first to bring these disciplines together, by means of classic and contemporary papers in four areas: tense, aspect, and event structure; temporal reasoning; the temporal structure of natural language discourse; and temporal annotation. Clear, self-contained editorial introductions to each area provide the necessary technical background for the non-specialist, explaining the underlying connections across disciplines.A wide range of students and professionals in academia and industry will value this book as an introduction and guide to a new and vital technology. The former include researchers, students, and teachers of natural language processing, linguistics, artificial intelligence, computational linguistics, computer science, information retrieval, library sciences, human-computer interaction, and cognitive science. Those in industry include corporate managers and researchers, software product developers, and engineers in information-intensive companies, such as on-line database and web-service providers. (shrink)

Recent years have seen rapid progress in the development of ontologies as semantic models intended to capture and represent aspects of the real world. There is, however, great variation in the quality of ontologies. If ontologies are to become progressively better in the future, more rigorously developed, and more appropriately compared, then a systematic discipline of ontology evaluation must be created to ensure quality of content and methodology. Systematic methods for ontology evaluation will take into account representation of individual ontologies, (...) performance (in terms of accuracy, domain coverage and the efficiency and quality of automated reasoning using the ontologies) on tasks for which the ontology is designed and used, degree of alignment with other ontologies and their compatibility with automated reasoning. A sound and systematic approach to ontology evaluation is required to transform ontology engineering into a true scientific and engineering discipline. This chapter discusses issues and problems in ontology evaluation, describes some current strategies, and suggests some approaches that might be useful in the future. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Learning to BreatheFive Fragments Against RacismB. Venkat Mani (bio)For Dr. JLW, for all Black academics and students1. Air HungerI know you, Derek Chauvin. You may think that we first met on May 25, 2020, in Minneapolis. I was called George Perry Floyd. For you, I was just another Black man, a potential criminal. For me, you were not a police officer, but the knee that stands for racism. You (...) kneeled on my windpipe for 9 minutes and 29 seconds. Those were neither my first nor my last memories.You may choose not to recognize me, as you always have. But I do. I recognize every bone, muscle, tendon, pointy curve of the cap, every contour of your strong, heavy, determined, calculating, conniving knee that presses on my windpipe with a false sense of racist superiority. 9 minutes and 29 seconds. As often as you can.We have a history. You have never missed the opportunity of kneeling on my windpipe. You hauled me into your slave ships from various African ports along the Atlantic, then you kneeled on my windpipe all over your cotton and tobacco plantations in the Americas. We met again on schooners from Indian shores journeying across the Indian and Pacific oceans. With slavery banned in the British empire, you turned me into an indentured laborer. You made me put my thumb imprint on a document you created, in a script I could not read, of a language I could not speak. Then you threw me thousands of miles away in Mauritius, Fiji, and numerous Caribbean islands, pressing on my windpipe on sugarcane plantations. My wife, children, sisters, mothers, aunts, brothers, uncles, nephews, nieces, grandparents, great grandparents, we all have lived through those fatal 9 minutes and 29 seconds: on water and land. Repeatedly. Consistently. Incessantly.You want specific dates? April 8, 1857, Barrackpore, Northern India. My name was Mangal Pandey, you called me a Sepoy. You hanged me for standing up against my subjugation by your British East India Company. Against your rule over my land and my people. With your many titles [End Page 41] and names: Major-General Sir Henry Havelock, Lieutenant-General Sir Colin Campbell, Brigadier-General Charles Windham, you rampaged through the streets of Delhi, Meerut, Lucknow, killing anyone in your way so I could be a jewel in Victoria's crown. January 29, 1863, Bear River, Idaho. I was one among the Shoshone of Bia Ogoi, you were Colonel Patrick Connor. You came to us on a frigid morning and killed us by the hundreds. November 15, 1884, the Congo Conference, Berlin. You were called Chancellor Otto von Bismarck and were acting at the behest of sharecropping interests of King Leopold the Second. Your name for me was a "savage." You set up a society to civilize me while you plundered my bounty. You started drawing lines through land, rivers, mountains, deserts. For you, it was the Scramble for Africa. For me, bloody murder. You knelt on my windpipe, smoking a pipe with tobacco my people had grown. April 13, 1919, Jallianwala Bagh, Amritsar. You were called Brigadier General Reginald Edward Harry Dyer. For you, I was just a troublemaking native disrupting the civilized business of the Empire. You surrounded our peaceful gathering in Amritsar and opened fire. Your Nobel Laureate Rudyard Kipling claimed that "you did your duty as you saw fit." By killing us in thousands until the bullets ran out. Rikki Tikki Tavi. May 31, 1921, Tulsa, Oklahoma. Inspired by Jim Crow, your knees came running to us in mobs to massacre us. October 19, 1926, Imperial Conference, London. Your name was Field Marshall the Right Honorable Jan Christian Smuts. For you, I was one among the many "colored" subjects from the Cape Colony. You spoke vehemently against mixing my people with your people. Eloquently, I was told, in favor of apartheid.You know very well, Chauvin, that our acquaintance neither begins in 1857 nor ends in 1926. I could take you on a grand tour of the world and give you all the dates when you appeared in different forms. Your self-induced conviction of racial supremacy over me remained the same... (shrink)

Prior research on the impact of mandatory quotas in one dimension of diversity, on other dimensions, shows contradictory results. We seek to resolve this puzzle by relying on theory in social psychology on homophily and recategorization processes in hiring. In the context of a law mandating a gender quota on Indian boards, we predict and find that boards respond to the law by hiring new women directors who are similar to existing directors in terms of caste and community dimensions. We (...) find that this homophily effect is impactful to the extent that even high-status women directors cannot overcome it. At the aggregate level, these organizational-level practices result in caste and community inequalities remaining intact despite the introduction of 1309 new women directors. We contribute to research on inequality, board of directors, and affirmative action. (shrink)

Ḳarnot tsadiḳ -- Liḳuṭe Eliyahu -- Minhage ḳ.ḳ. 'Bet Ya'aḳ ov' be-Ḥevron.

Godel he-ʻaṿon -- Sibat biʼat he-ʻavon -- Tiḳun he-ʻaṿon.

Publication date: 30 November 2016 Source: Author: Wen Lee Ng, Manimangai Mani, Wan Roselezam Wan Yahya While the growing body of research on Tan Twan Eng’s The Gift of Rain focuses on the protagonist, Philip Hutton’s traumatic condition, his Chinese identity, and his ambiguous identity, this study devotes particular attention to the complexity of interactions between various cultures practised by Philip. This study aims to address this gap by applying the concept of transculturalism to analyse the processes of acquiring a (...) foreign culture and incorporating the foreign culture into traditional cultures experienced by Philip. In other words, this study employs the concept of transculturalism to examine multicultural depictions in the novel. Scholars, such as Khan, Tiwari, Sheoran and Tan C. S. who have examined multicultural depictions in various literary texts, have found that multicultural circumstances cause certain ethnic groups to lose their cultures and identities. Hence, the multicultural circumstances depicted are perceived as negative phenomena. However, this study has found that by examining the interactions between various cultures, rather than focusing on the end products such as portrayals of hybridity, the positive sides of multicultural depictions could be revealed. The transculturation process experienced by Philip shows that the new cultural practices he has created are made up of both his traditional cultures and the foreign culture he has acquired. This means that Philip does not totally lose his traditional cultures and identities. Therefore, this study concludes that multicultural depictions in The Gift of Rain could be read positively, provided that the interactions between various cultures, which resulted in the incorporation of a foreign culture into traditional cultures, are examined. (shrink)

Treatise on the fundamentals of Sankhya philosophy with commentary.

Several methods of approximate reasoning are known, and many remain to be discovered across domains. Some are tied to reasoning with uncertainty. The developments over the last fifty years or so in the development of approximate reasoning methods, and their application across multiple STEM domains, suggest that it is necessary to introduce them early in school. While efforts towards building the infrastructure for the process have been limited, the bigger question is “What should be introduced?”. If concepts are always approximated (...) in real life, then how should they be done mathematically? If the real numbers are not always necessary to approximate concepts or even quantities, then how should they be approximated, and what should be taught in schools? Specifically, functional representations of approximate reasoning are not introduced early. This additionally impedes diversity, ethnomathematical explorations, learning from experience, and through models. The objective of this research is to explain the problem with a focus on the ethnomathematics of cooking, and associated haptic methods. Further, it is argued through the context that of the many approaches to approximate reasoning, intrusive methods are best avoided, and that general rough sets is better suited for modeling such knowledge. Intrusive methods, such as those based on fuzzy or probability theory, are those that indulge in an excess of unjustified numeric assumptions. This builds on earlier work of the present author on modeling approximate reasoning. Her axiomatic approach to granularity are additionally applicable to approximate recipes that possess desired properties. In the contexts of ethnomathematical discourse involving haptic reasoning (as in cooking), it is shown that such an approach can model the essence of context without oversimplifications or outright dismissal of the efforts involved. Further, it has the potential to help in inventing expressive structured languages for the ethnomathematics, and associated model eliciting activities. Distinct facets of three specific contexts are theoretically explored to illustrate aspects of the reasoning, and meta aspects. (shrink)

In 1987, the World Commission on Economic Development popularized the term “sustainable development” in its well-cited report, Our Common Future. According to this report, sustainable development is defined as “the development that meets the needs of the present without compromising the ability of future generations to meet their own needs.” The WCED asserted that sustainable development required simultaneous adoption of environmental, economical, and equity principles. Bansal, 197–218, 2005) has conducted a study of Canadian firms in the oil and gas, mining, (...) and forestry industries from 1986 to 1995. The study found that both resources based and institutional factors influence corporate sustainable development. This paper studied the corporate sustainable development of Mysore Paper Mills Ltd. from 1995 to 2011 using the same model. The study found that independent variables with significant impact on environmental integrity and overall sustainability were fines, penalties, court cases involved by the company, and log of total assets. On economic prosperity, the independent variable with significant impact is log of total assets. For social equity, the independent variable with significant impact is foreign sales as percentage of total sales, number of fines/penalties/court cases, number of fines/penalties/court cases, log, and return on equity. (shrink)