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conceptual schema in a relational system, for example, represents all the information in a database as a set of relations or tables. At the lowest layer of abstraction, the internal (or physical) schema represents the data in the raw format. This representation is not visible to the end user and provides for the application data independence feature of all DBMSs. Although, the three-level schema architecture satis es the needs of a CDBE, it is not suf cient for a DDBE [Sheth90]. In a DDBE, users views must combine information across different S-DBEs. As such, their views need to be built on top of an integrated view of local conceptual schemas from the participating DBEs. This requirement adds a new level of abstraction, the global conceptual schema (GCS), to the three-level schema architecture; this new architecture is depicted in Figure 1.9. The GCS is an integrated view of all local conceptual schemas. It provides the basis for generating the external views for distributed system users. The local conceptual schemas provide a local view of data stored locally at each S-DBE. Therefore, GCS can only provide a global conceptual view of data and nothing more. In a distributed

5 Remarks on the User Evaluation 8251 Tolerating Uncertainty How to treat ambiguous and con icting user research results and how to use these results is a key question Developers often ask for clear answers and immediately useful ndings However, there are occasions when such answers are not available Kirk and Miller [16], in their overview of qualitative research, present a well-known allegory of the blind men and the elephant The blind men approach the elephant from different angles; one grasps the trunk, one touches the tusks and one its ears The blind men soon end up quarrelling about their irreconcilable reports The vulgar positivistic view would be to compensate for errors in measurement and conclude that the elephant is a formless blob covered with wrinkled skin Equally unfruitful would be to adopt pure perspectivism treating all viewpoints as equally valid, denying possibilities to mediate between them.

1. 2.

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In contrast to these approaches, if the blind men (the eld researchers) can come to a consensus that all of them only feels one part of some huge object, contradictory reports are no longer an issue Such reports are not non-objective, nor should they be treated as global features of the item being analysed Rather, they are partial descriptions of a complex whole [16] Research on the potentials and caveats of complex future technologies must tolerate some degree of uncertainty This involves taking contradictory and ambiguous information that research generates When dealing with complex phenomena, seeking simple answers is likely to be useless, even damaging In many cases, a clear discrepancy can be identi ed between how people talk about technologies and how they actually use them if given the opportunity.

Figure 2.4. Human mesenchymal stem cells stained with Fast Violet B for cytochemical detection of alkaline phosphatase activity on day 10 of second passage. Cells in control medium are shown via phase-contrast microscopy (A) and bright eld optics (C). More intense staining is apparent in cells cultured in the presence of dexamethasone, as seen in phase-contrast (B) and bright eld (D) micrographs. Scale (bar in panel C) is the same for all panels.

directed their science of social phenomena toward the aims of historical and phenomenological understanding, notably toward hermeneutics and psychoanalysis (Bauman, 1978; Steele, 1982) By contrast, purchased on a stand of positivist science and optimistic reformism, American intellectuals confronted the apparent paradox of championing the rationality of progressive democratic society while at the same time asserting the irrationality of human action (see Soffer, 1980) These scientists consequently faced an associated paradox of deploying rational scienti c procedures to assay the irrationality of human conduct Despite these paradoxes, or maybe because of them, American social psychologists engineered their examinations of the microdynamics of social thought and action by simultaneously inventing, discovering, and reproducing social life in methodically regulated research settings.

For example, the reference application FamilyMap evaluation ( 7) the fourth round of the Big Loop introduced in 2 pointed out the differences between focus group ndings and observations from the eld trial Similarly, the mock-ups stage evaluation of the reference application Wellnessaware Multimodal Gaming System (WAMGS; 7) the second and third rounds of the Big Loop describes how people, when introduced to the heart-rate sensor technology in the context of amateur sport, offer partyline stories of how they would have little use for the application and how the coaches could use the heart-rate information to improve the performance of the individual players for the ultimate bene t of the team This is in clear contrast to how.

For the final chapter of the book, you re going to look at the different applications that have already been written using the techniques you ve learned in this section.

Elements of Information Theory, Second Edition, By Thomas M. Cover and Joy A. Thomas Copyright 2006 John Wiley & Sons, Inc.

The paradoxes were overwritten by a model of reality consisting of three assertions: the unquestionable veracity of the scienti c (experimental) method, the fundamental lawfulness of human nature, and the essential psychological base of human social life The early psychological perspectives on the social dynamics of human nature were neither universally nor consistently tied to these three premises about human nature, and for that reason many of these bold pilot ventures are omitted from conventional textbook histories of psychology s social psychology Given that the individual was a central analytic category in their discipline, psychologists were drawn toward understanding the nature of the social in terms of its fundamental relations to the individual.

measure [23]: R2 adjusted 1 N 1 1 R2 N deg 5:32

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