Some issues in data model mapping

Numerous data models have been reported in the literature since the early 1970's. They have been used as database interfaces and as conceptual design tools. The mapping between schemas expressed according to the same data model or according to different models is interesting for theoretical and practical purposes. This paper addresses some of the issues involved in such a mapping. Of special interest are the identification of the mapping parameters and some current approaches for handling the various situations that require a mapping

State succession to investment treaties: mapping the issues

Following recent decisions in Sanum v Laos and World Wide Minerals v Kazakhstan, investment lawyers have begun to engage with the legal rules governing State succession to treaties. As State succession is one of the more technical and controversial areas of general international law, this engagement can present challenges; however, the issues are too important to be ignored. This article maps out the most pressing questions of State succession that investment lawyers have faced, or are likely to face in the future. It identifies the three most salient problems — viz the succession of new States to ICSID membership and to old BITs, and the impact of cession of territory on investment protection. With respect to each of these three problems, the article analyses the general regime of State succession and its application to the investment law context, highlighting uncertainties in the law and proposing ways of dealing with them

Mapping Policy Issues: A Simple, Active-Learning Exercise for Critical Thinking

Many students in my undergraduate American politics courses struggle to see policy issues as complex. Too often, they get stuck making surface-level observations or jumping straight to personal opinions, falling far short of critical thinking. This article introduces an active-learning exercise—situational mapping—that provokes students to recognize and think critically about the complexities of policy issues such as immigration, abortion, campaign financing, and guns. Adapted from a grounded-theory research technique, the goals of this mapping exercise are to (1) help students see policy issues as messy, (2) encourage them to “wallow in complexity” rather than oversimplify, and (3) provoke them to think through complexities before forming conclusions. The learning exercise actively engages every student, is simple to prepare and implement, can be completed during a 50-minute class, and is flexible in its application. It also involves teamwork, informal presentations, moving around the classroom, and opportunities for creativity

Thinking culturally about place

This paper explains the bases for an alternative approach to place branding and marketing, based on the disciplines of Cultural Mapping and Cultural Planning. After an introduction of key cultural mapping and planning concepts and issues, the paper discusses some innovative practical examples of culturally sensitive place branding and marketing from Sweden and the UK, and concludes by outlining some components of a possible future agenda for action

Multi-valued mappings in generalized chaos synchronization

The onset of generalized synchronization of chaos in directionally-coupled systems corresponds to the formation of a continuous mapping which enables one to persistently define the state of the response system from the trajectory of the drive system. The recently developed theory of generalized synchronization of chaos deals only with the case where this synchronization mapping is a single-valued function. In this paper, we explore generalized synchronization in a regime where the synchronization mapping can become a multi-valued function. Specifically, we study the properties of the multi-valued mapping which occurs between the drive and response systems when the systems are synchronized with a frequency ratio other than one-to-one, and address the issues of the existence and continuity of such mappings. The basic theoretical framework underlying the considered synchronization regimes is then developed.Comment: 12 pages, 10 figures, to appear in Phys. Rev.

Silicon compilation

Silicon compilation is a term used for many different purposes. In this paper we define silicon compilation as a mapping from some higher level description into layout. We define the basic issues in structural and behavioral silicon compilation and some possible solutions to those issues. Finally, we define the concept of an intelligent silicon compiler in which the compiler evaluates the quality of the generated design and attempts to improve it if it is not satisfactory

NAM: Non-Adversarial Unsupervised Domain Mapping

Several methods were recently proposed for the task of translating images between domains without prior knowledge in the form of correspondences. The existing methods apply adversarial learning to ensure that the distribution of the mapped source domain is indistinguishable from the target domain, which suffers from known stability issues. In addition, most methods rely heavily on `cycle' relationships between the domains, which enforce a one-to-one mapping. In this work, we introduce an alternative method: Non-Adversarial Mapping (NAM), which separates the task of target domain generative modeling from the cross-domain mapping task. NAM relies on a pre-trained generative model of the target domain, and aligns each source image with an image synthesized from the target domain, while jointly optimizing the domain mapping function. It has several key advantages: higher quality and resolution image translations, simpler and more stable training and reusable target models. Extensive experiments are presented validating the advantages of our method.Comment: ECCV 201

Context, categories and modality: Challenges for the Rumelhart model

Three issues are raised in this commentary. First, the mapping of semantic information into the different layers could be done in a more realistic way by using the Context layer to represent situational contexts. Second, a way to differentiate category membership information from other property information needs to be considered. Finally, the issue of modal knowledge is raised