scholarly journals Diverse data! Diverse schemata?

Semantic Web ◽  
2021 ◽  
pp. 1-3
Author(s):  
Krzysztof Janowicz ◽  
Cogan Shimizu ◽  
Pascal Hitzler ◽  
Gengchen Mai ◽  
Shirly Stephen ◽  
...  

One of the key value propositions for knowledge graphs and semantic web technologies is fostering semantic interoperability, i.e., integrating data across different themes and domains. But why do we aim at interoperability in the first place? A common answer to this question is that each individual data source only contains partial information about some phenomenon of interest. Consequently, combining multiple diverse datasets provides a more holistic perspective and enables us to answer more complex questions, e.g., those that span between the physical sciences and the social sciences. Interestingly, while these arguments are well established and go by different names, e.g., variety in the realm of big data, we seem less clear about whether the same arguments apply on the level of schemata. Put differently, we want diverse data, but do we also want diverse schemata or a single one to rule them all?

2017 ◽  
Vol 36 (2) ◽  
pp. 195-211 ◽  
Author(s):  
Patrick Rafail

Twitter data are widely used in the social sciences. The Twitter Application Programming Interface (API) allows researchers to build large databases of user activity efficiently. Despite the potential of Twitter as a data source, less attention has been paid to issues of sampling, and in particular, the implications of different sampling strategies on overall data quality. This research proposes a set of conceptual distinctions between four types of populations that emerge when analyzing Twitter data and suggests sampling strategies that facilitate more comprehensive data collection from the Twitter API. Using three applications drawn from large databases of Twitter activity, this research also compares the results from the proposed sampling strategies, which provide defensible representations of the population of activity, to those collected with more frequently used hashtag samples. The results suggest that hashtag samples misrepresent important aspects of Twitter activity and may lead researchers to erroneous conclusions.


2012 ◽  
Vol 58 (2) ◽  
pp. 298-306 ◽  
Author(s):  
R. Alexander Bentley ◽  
Michael J. O’Brien

Abstract There is a long and rich tradition in the social sciences of using models of collective behavior in animals as jumping-off points for the study of human behavior, including collective human behavior. Here, we come at the problem in a slightly different fashion. We ask whether models of collective human behavior have anything to offer those who study animal behavior. Our brief example of tipping points, a model first developed in the physical sciences and later used in the social sciences, suggests that the analysis of human collective behavior does indeed have considerable to offer [Current Zoology 58 (2): 298–306, 2012].


2018 ◽  
pp. 978-1003
Author(s):  
Asmae El Kassiri ◽  
Fatima-Zahra Belouadha

The Online Social Networks (OSN) have a positive evolution due to the diversity of social media and the increase in the number of users. The revenue of the social media organizations is generated from the analysis of users' profiles and behaviors, knowing that surfers maintain several accounts on different OSNs. To satisfy its users, the social media organizations have initiated projects for ensuring interoperability to allow for users creating other accounts on other OSN using an initial account, and sharing content from one media to others. Believing that the future generations of Internet will be based on the semantic web technologies, multiple academic and industrial projects have emerged with the objective of modeling semantically the OSNs to ensure interoperability or data aggregation and analysis. In this chapter, we present related works and argue the necessity of a unified semantic model (USM) for OSNs; we introduce a kernel of a USM using standard social ontologies to support the principal social media and it can be extended to support other future social media.


1980 ◽  
Vol 8 (1) ◽  
pp. 33-44 ◽  
Author(s):  
C. Markham Berry

Professionals who work in the social and physical sciences and who have a serious commitment to the Bible have, in a sense, two data bases. To integrate them is a difficult task. We are pressed to bring them both into focus by the holistic thrust of the Bible as well as by the penchant of our minds to synthesize. To do this effectively we need simple but not simplistic models. Our integration must further be comprehensive, not partial, basic, not peripheral. This article describes a method of doing this kind of integrative work. Initially, four fundamental criteria are presented. In the second section the basic methodology is worked out, and in the third, some primary themes are described and illustrated around which this particular integrative system works.


1951 ◽  
Vol 3 (4) ◽  
pp. 486-519 ◽  
Author(s):  
Pamela N. Wrinch

In the Soviet Union, views on all intellectual subjects—the social sciences, philosophy, and even the biological and physical sciences—are frequently regarded as expressions of political views. As a consequence, all intellectual fields are considered appropriate arenas for the struggle against “reaction” and other supposed manifestations of “bourgeois” ideology. To consider science a-political and supra-national, or to speak approvingly of “world science” or “world culture,” is to subscribe to the “bourgeois” ideology of “cosmopolitism”—an ideology which is assumed by virtue of its universalist emphasis to deprecate the contributions to culture made by individual nations.


1984 ◽  
Vol 18 ◽  
pp. 59-73
Author(s):  
W. Newton-Smith

A series of lectures organized in part by the Society for Applied Philosophy and entitled ‘Philosophy and Practice’ is presumably aimed at displaying the practical implications of philosophical doctrines and/or applying philosophical skills to practical questions. The topic of this paper, the role of interests in science, certainly meets the first condition. For as will be argued there are a number of theses concerning the role of interests in science which have considerable implications for how one should see the scientific enterprise in general and in particular for how one assesses the claim that science ought to be accorded its priviliged position in virtue of its results and/or methods And in view of the respect and resources accorded to science what could be of greater practical interest? It remains the case, however, that my interest may seem the inverse of that of the organizers of this series. For in looking at the role of interest in science, one is examining, so to speak, the extent to which the sphere of the practical determines what goes on in science. One is exploring ways in which the non-scientific impinges on the scientific. While my primary focus will be on the physical sciences, it will be argued that there is a significant difference between them and the social sciences; a difference which renders the social sciences intrinsically liable to penetration from outside. As will be seen, some of the particular arguments for this conclusion make pressing the question: what about philosophy? The answer, it will be concluded, is that philosophy is insulated from external influences to a considerable extent. In that lies both its importance and an explanation as to why much of it has little practical application.


Author(s):  
Ángel García-Crespo ◽  
Ricardo Colomo-Palacios ◽  
Juan Miguel Gómez-Berbís ◽  
Fernando Paniagua Martín

The growing influence of the Internet in current 21st-century everyday life has implied a paradigm shift in terms of relationships between customers and companies. New interaction means in the Web 1.0 have undergone a dramatic change in quantity and quality with the advent of the so-called Web 2.0, the Social Web. The upcoming Web 3.0, the Semantic Web will also impact tremendously in how companies understand Customer Relationship Management (CRM). In this dynamic environment, the present work presents a combination of both Social and Semantic Web Technologies and their application in the particular field of CRM. Tool and technology analysis both prove the challenging opportunities for these cutting-edge innovation trends in the CRM domain.


1984 ◽  
Vol 18 ◽  
pp. 59-73
Author(s):  
W. Newton-Smith

A series of lectures organized in part by the Society for Applied Philosophy and entitled ‘Philosophy and Practice’ is presumably aimed at displaying the practical implications of philosophical doctrines and/or applying philosophical skills to practical questions. The topic of this paper, the role of interests in science, certainly meets the first condition. For as will be argued there are a number of theses concerning the role of interests in science which have considerable implications for how one should see the scientific enterprise in general and in particular for how one assesses the claim that science ought to be accorded its priviliged position in virtue of its results and/or methods And in view of the respect and resources accorded to science what could be of greater practical interest? It remains the case, however, that my interest may seem the inverse of that of the organizers of this series. For in looking at the role of interest in science, one is examining, so to speak, the extent to which the sphere of the practical determines what goes on in science. One is exploring ways in which the non-scientific impinges on the scientific. While my primary focus will be on the physical sciences, it will be argued that there is a significant difference between them and the social sciences; a difference which renders the social sciences intrinsically liable to penetration from outside. As will be seen, some of the particular arguments for this conclusion make pressing the question: what about philosophy? The answer, it will be concluded, is that philosophy is insulated from external influences to a considerable extent. In that lies both its importance and an explanation as to why much of it has little practical application.


2009 ◽  
Vol 22 (4) ◽  
pp. 567-585 ◽  
Author(s):  
Naomi Beck

ArgumentFriedrich August von Hayek (1899–1992) is mainly known for his defense of free-market economics and liberalism. His views on science – more specifically on the methodological differences between the physical sciences on the one hand, and evolutionary biology and the social sciences on the other – are less well known. Yet in order to understand, and properly evaluate Hayek's political position, we must look at the theory of scientific method that underpins it. Hayek believed that a basic misunderstanding of the discipline of economics and the complex phenomena with which it deals produced misconceptions concerning its method and goals, which led in turn to the adoption of dangerous policies. The objective of this article is to trace the development of Hayek's views on the nature of economics as a scientific discipline and to examine his conclusions concerning the scope of economic prediction. In doing so, I will first show that Hayek's interest in the natural sciences (especially biology), as well as his interest in epistemology, were central to his thought, dating back to his formative years. I will then emphasize the important place of historical analysis in Hayek's reflections on methodology and examine the reasons for his strong criticism of positivism and socialism. Finally, in the third and fourth sections that constitute the bulk of this article, I will show how Hayek's understanding of the data and goal of the social sciences (which he distinguished from those of the physical sciences), culminated in an analogy that sought to establish economics and evolutionary biology as exemplary complex sciences. I will challenge Hayek's interpretation of this analogy through a comparison with Darwin's views inThe Origin of Species, and thus open a door to re-evaluating the theoretical foundations of Hayek's political claims.


2021 ◽  
Vol 10 (1) ◽  
pp. 19-28
Author(s):  
Mesi Fitriani ◽  
Syaparuddin Syaparuddin ◽  
Jaya Kusuma Edy

The purpose of this study was conducted to determine (1) the development of tourists to the Taman Rimba zoo in Jambi Province (2) to analyze the factors that influence tourist attraction, facilities, accessibility, and service quality on the interest in visiting tourists' return visits. Methods of data collection through observation and distribution of questionnaires to respondents. The data source used is primary data obtained directly from the distribution of questionnaires as many as 157 with 5 question items each. The software used in this research examiner is Statistical Package for The Social Sciences (SPSS). The results of the analysis of this study indicate that simultaneously or together the attractiveness and facilities have a significant or positive effect on the interest in visiting tourists' return visits. Meanwhile, accessibility and service quality has a negative effect on the interest in returning tourists. Partially the average attractiveness, facilities, accessibility, and service quality have a positive or significant effect on the interest in revisiting tourists. Keywords: Tourist attraction, Facilities, Accessibility, Service quality, Interest of return tourists.


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