Thirdly, there is no common explanatory framework of how to explain conceptual change. In this paper a sketch for explanations of conceptual change is outlined. According to this account, the explanation for conceptual change requires (1) a description for the information processing task and (2) ...
Accounting and incentives for sustainability in higher education: an interdisciplinary analysis of a needed revolution theoreticalframeworkforthisinterdisciplinaryanalysis.Aliteraturereviewandcollectionofanecdotalevidencesupportsconceptualdevelopmentofaccountingtechnologiesthatprovideincentivesfor... EA Lange,SG Kerr - 《...
We propose a formal framework for interpretable machine learning. Combining elements from statistical learning, causal interventionism, and decision theory, we design an idealised explanation game in which players collaborate to find the best explanation(s) for a given algorithmic prediction. Through an ...
In this paper, we introduce a novel method to generate CEs for a pre-trained regressor by first disentangling the label-relevant from the label-irrelevant dimensions in the latent space. CEs are then generated by combining the label-irrelevant dimensions and the predefined output. The intuition ...
Vulnerability: a generally applicable conceptual framework for climate change research Global Environmental Change (2007) M.A.Janssenet al. Resilience, vulnerability, and adaptation: a cross-cutting theme of the International Human Dimensions Programme on Global Environmental Change ...
It must establish the possibility of unification which gives a principle theory explanatory merit, or establish the conceptual framework necessary for clear empirical understanding. To be clear, the goal of this paper is not to evaluate the specific merits of any particular version of this approach,...
await for the rain to paint a rainbow. 等待雨绘彩虹。[translate] aWe organize the article in the following fashion: In the next section, we present our conceptual framework and research hypotheses. We then present our research method, including design, measurement, and analysis considerations. In...
The Paderborn and Bielefeld researchers have developed a conceptual framework for the design of explainable AI systems. Rohlfing says: "Our approach enables AI systems to answer selected questions in such a way that the process can be configured interactively. In this way an explanation can be tail...
In the context of calls for "postpositivist" sociology, realism has emerged as a powerful and compelling epistemology for social science. In transferring and transforming scientific realism—a philosophy of natural science—into a justificatory discourse for social science, realism splits into two part...
Conceptual framework and systematic review of the effects of participants’ and professionals’ preferences in randomised controlled trials Health Technol Assess, 9 (2005), pp. 1-iv Google Scholar 265 B. Djulbegovic, M. Lacevic, A. Cantor, K.K. Fields, C.L. Bennett, J.R. Adams, et al...