scholarly journals Sixty Years – and More – of Data Modelling

Author(s):  
Hannu Jaakkola ◽  
Bernhard Thalheim

Data (conceptual, data, information, knowledge) modelling is still the work of an artisan, i.e. an art in the best case, made by humans, because of the need for human intelligence. Data modelling is an essential part of Information System (IS) design, specifying how data is implemented as part of an IS. The principles of data modelling follow the evolution of IS development paradigms, and these in turn follow the progress of technological changes in computing. Although technology has changed a lot during the decades of commercial use of computers – since the early 1950s to now, close to 70 years – data modelling is still based on the same basic principles as decades ago. Or is it really so? Finding the answer to this question was the main motivation to start writing this paper. Since the future is more interesting than the past, we set our research problem to be “What are the challenges for data modelling in the future?”. The reason for this is that we see some significant changes in the future in the data modelling sector which we wanted to examine. However, the future is a continuum of the past. The future cannot be fully understood without understanding the past. Humans also tend to forget the details of the past. Even the most remarkable innovations from the past have become part of the new normal. Consequently, at the beginning of our paper we look shortly at the progress of data modelling during the era of commercial computing. Our focus is on the recent past and we look at the technological changes that have been of key importance in data modelling in the role of triggers and enablers. To find the answer to our research question, we retrieved some recent studies handling the future of data modelling and analyse the challenges found in these sources. The paper is concluded by some future paradigms. In general, the big changes seem to be the growing importance of Artificial Intelligence (AI) and machine learning (ML) as its fuel. AI not only conducts algorithmic rule-based routines, it has learning capability, which makes it more intelligent and adaptable, and able to compete with human intelligence, even in data management tasks.

2020 ◽  
Vol 9 (1) ◽  
Author(s):  
Pham Van Loi

Vietnam - Laos has more than 2,000 km of common national borders. The coherent relationship between the two nations and the inhabitants of the two countries has been formed and fostered in history and especially developed over the past 7 decades. The Thai ethnic group in Vietnam has over one million people, residing permanently, concentrated in the Northwest region, the region consists of 8 provinces, of which 4 provinces have the Vietnam-Laos border crossing. This paper focuses on clarifying the practical basis for the Thai people to play a role in the traditional Vietnam-Laos friendship and propose some solutions to promote the role of Thai in maintaining, developing the traditional friendship between Vietnam and Laos, now and in the future.


2017 ◽  
Vol 12 (1) ◽  
pp. 39-57
Author(s):  
Jamie McKeown

This article reports the findings from a study of discursive representations of the future role of technology in the work of the US National Intelligence Council (NIC). Specifically, it investigates the interplay of ‘techno-optimism’ (a form of ideological bias) and propositional certainty in the NIC’s ‘Future Global Trends Reports’. In doing so, it answers the following questions: To what extent was techno-optimism present in the discourse? What level of propositional certainty was expressed in the discourse? How did the discourse deal with the inherent uncertainty of the future? Overall, the discourse was pronouncedly techno-optimist in its stance towards the future role of technology: high-technological solutions were portrayed as solving a host of problems, despite the readily available presence of low-technology or no-technology solutions. In all, 75.1% of the representations were presented as future categorical certainties, meaning the future was predominantly presented as a known and closed inevitability. The discourse dealt with the inherent uncertainty of the subject matter, that is, the future, by projecting the past and present into the future. This was particularly the case in relation to the idea of technological military dominance as a guarantee of global peace, and the role of technology as an inevitable force free from societal censorship.


2011 ◽  
Vol 46 (3) ◽  
pp. 671-685 ◽  
Author(s):  
Richard Drayton

The contemporary historian, as she or he speaks to the public about the origins and meanings of the present, has important ethical responsibilities. ‘Imperial’ historians, in particular, shape how politicians and the public imagine the future of the world. This article examines how British imperial history, as it emerged as an academic subject since about 1900, often lent ideological support to imperialism, while more generally it suppressed or avoided the role of violence and terror in the making and keeping of the Empire. It suggests that after 2001, and during the Iraq War, in particular, a new Whig historiography sought to retail a flattering narrative of the British Empire’s past, and concludes with a call for a post-patriotic imperial history which is sceptical of power and speaks for those on the underside of global processes.


2005 ◽  
Vol 24 (3) ◽  
pp. 123 ◽  
Author(s):  
Hilda Kruger

<span>The fast and continuous technological change that is characteristic of the information society we find ourselves in has demonstrable impact on the way librarians go about their business. This paper offers a scenario of technological changes already in the pipeline and yet to come, and how those changes will impact the role of librarians in the future. One of the main concerns of this paper is the continued relevance of information professionals as infomediaries in our future society.</span><div><span style="color: #303030; font-family: 'Helvetica Neue', arial, sans-serif; font-size: 13px;"><br /></span></div>


2021 ◽  
Author(s):  
Johannes Mahr

Human beings regularly 'mentally travel' to past and future times in memory and imagination. In theory, whether an event is remembered or imagined (its ‘mnemicity’) underspecifies whether it is oriented towards the past or the future (its ‘temporality’). However, it remains unclear to what extent the temporal orientation of such episodic simulations is cognitively represented separately from their status as memories or imagination. To address this question, we investigated whether episodic simulations are more easily distinguishable in memory by virtue of their temporal orientation or their mnemicity. In three experiments (N = 360), participants were asked to generate and later recall events differing along the lines of temporal orientation (past/future) and mnemicity (remembered/imagined). Across all of our experiments, we consistently found that participants were more likely to confuse in recall event simulations that shared the same temporal orientation rather than the same mnemicity. These results show that the temporal orientation of episodic representations can be cognitively represented separately from their mnemicity and have implications for debates about the role of temporality in episodic simulation.


2018 ◽  
Vol 29 (5) ◽  
pp. 809-833 ◽  
Author(s):  
Christoph Breidbach ◽  
Sunmee Choi ◽  
Benjamin Ellway ◽  
Byron W. Keating ◽  
Katerina Kormusheva ◽  
...  

Purpose The purpose of this paper is to analyze the history and future of service operations, with the goal to identify key theoretical and technological advances, as well as fundamental themes that can help to imagine the future of service operations in 2050. Design/methodology/approach A review of the service operations literature was undertaken to inform a discussion regarding the role that technology will play in the future of service operations. Findings The future of service operations is framed in terms of three key themes – complexity, orchestration, and elasticity. The paper makes three contributions to the service science literature by: reviewing key themes underpinning extant service operations research to frame future trajectories of service operations research; elaborating a vision of service operations in 2050 based on history and technology; and outlining a research agenda for future service operations. Practical implications The case of service automation is used to provide an illustration of how the three themes converge to define future service operations, and in particular, to show how technology is recasting the role of the firm. Originality/value Service operations in the next 30 years will be very different from what it was in the past 30 years. This paper differs from other review papers by identifying three key themes that will characterize and instill new insights into the future of service operations research.


2021 ◽  
Vol 30 (3) ◽  
pp. 244-260
Author(s):  
Helena Knyazeva ◽  

An extended approach to the comprehension of virtual reality is developed in the article. Virtual reality is understood not only as a logically possible or cybernetically constructed reality but also as continuous turbulence of potencies of the complex natural and social world we live in, the wandering of complex systems and organizations over a field of possibilities, such a realization of forms and structures in which many formations remain in latent, potential forms, and are in the permanent process of making and multiplying a spectrum of possibilities, lead to the growth of the evolutionary tree of paths of development. It is shown that such an understanding of virtual reality corresponds to concepts and notions developed in the modern science of complexity. The most significant concepts are considered, such as the nonlinearity of time, the relationship of space and time, the uncertainty of the past and the openness of the future, the choice and construction of the future at the moments of passing the bifurcation points. Some cultural and historical prototypes of these modern ideas of virtual reality are given. It is substantiated that the vision of virtual reality being developed today can play the role of a heuristic tool for understanding the functioning and stimulation of human creativity.


2020 ◽  
Vol 6 (3) ◽  
pp. 365-383 ◽  
Author(s):  
Rachel Brett

Fashion is a product and reflection of time and tantamount to modernity. The promise of which rests in the future, thus fashion is forever looking forward in the ambition to be ‘new’. Vintage fashion, namely clothes from past periods apprehend this perpetual cycle, often adopted by alternative groups of consumers to create different looks as a subcultural trend. This trend has in recent times been subsumed by capitalism while the label ‘vintage’ has become a marketing term applied to new mass-produced fashions. What can be understood from society’s attitude to progress and the promise of modernity by this remaking of the past into a pastiche? Fashion can prove to be a perfect conduit through which to understand complex conceptualisations of time, and more specifically the concept of 'political time'. What people wear can further cast a light on public consciousness and its faith in development and hope for a better future. This article will consider conceptions of time and modernity as a theoretical tool to reflect on the development of nouveau vintage, which is a recreation of vintage styles and fashion, mass produced for a wider market. Including the role of memory and dialectics, nouveau vintage can be thought of as a refusal for development, while demonstrating fashion is a cultural object worthy of philosophical enquiry.


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