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Researchers also regularly criticise the lack of interaction between interviewers and potential liars in (detection of) deception research (Burgoon and Buller, 1994; Burgoon et al, 1999; Burgoon and White, 1997; Seiter, 1997) However, it is doubtful whether having the opportunity to interview the potential liar improves detection accuracy Several researchers compared the accuracy scores of observers who actually interviewed potential liars with those who observed the interviews but did not interview the potential liars themselves (Buller, Strzyzewski and Hunsaker, 1991; Feeley and deTurck, 1997; Granhag and Str mwall, 2001) In all three studies it was o found that observers were more accurate in detecting truths and lies than were interviewers These ndings suggest that actually interviewing someone is a disadvantage, and not an advantage in detecting deceit This nding is perhaps not surprising First, interviewers need to concentrate on the interview itself.

where wj is the weight vector of the jth node in the output layer and v v 1 ; v 2 ; . . . ; v h 2 Rh is the output vector from the hidden layer. To train the neural network, the parameters cj , sj , and wj need to be identi ed. By establishing an error function Er and using the gradient descent method, these parameters can be determined: Er

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Slavery, for example, is a clear moral wrong according to this way of thinking When a person is enslaved he is, to quote Aristotle, treated as nothing more than a living tool If you wish to act morally always act as a member of a community where all the other members of that community are ends , just as you are The idea behind Kant s third principle is that a moral agent should act as a member of a community of persons, all of whom are just as able to make moral decisions as the agent herself The implication of this, and the link with the other two principles, is that each member of the community should respect the desires of others and allow them freedom of decision.

For example, they have to decide what to ask, how to phrase their questions, and at what moment in the interview they are going to ask these questions Additionally, they must listen to the interviewees and reply to what they say This requires cognitive energy which can not be used for the lie detection task Observers on the other hand do not have to think about the ow of the conversation and can fully concentrate on the lie detection task (Vrij, 2000) I believe that there are several reasons why people are generally poor at detecting deceit For example, lie detectors face many dif culties Also, there are opportunities to improve someone s ability to detect deceit Elsewhere I have discussed numerous dif culties and opportunities (Vrij, 2000) I will here brie y mention just a few, starting with three dif culties which lie detectors face.

Each will recognise that everyone can and should behave as if they, as a result of their choices and actions, are legislating for everyone else..

2 El-Kadi M, Olariu S, Todorova P Predictive resource allocation in multimedia satellite networks Proceedings of the IEEE GLOBECOM; November 2001; San Antonio 3 Fantacci R, Del Re E, Giambene C Ef cient dynamic channel allocation techniques with handover queuing for mobile satellite networks, IEEE J Sel Area Commun 1995;13(2):397 405 4 Jamalipour A, Tung T The role of satellites in global IT: trends and implications IEEE Per Commun 2001;8(3):5 11 5 Luglio M Mobile multimedia satellite communications IEEE Multimedia 1999;6:10 14 6 Markhasin A, Olariu S, Todorova P An overview of QoS oriented MAC protocols for future mobile applications In: KosrowPour M, editor Encyclopedia of Information Science and Technology Hershey, PA: Idea Group; 2005 7 Nguyen HN, Olariu S, Todorova P A novel mobility model and resource allocation strategy for multimedia LEO satellite networks Proceedings of the IEEE WCNC; 2002; Orlando, FL 8 Nguyen HN.

First, differences between liars and truth tellers are usually very small (Vrij, 1994) Freud s (1959) view that betrayal oozes out of liars at every pore is incorrect Obviously, the smaller the differences, the more dif cult it will be to detect them..

There are different forms that bridges can take. Figure 5.5 shows an inline bridge and a request-level bridge. Inline bridges are built into the core of the middleware and implement standardized interoperability protocols. They use the internal application programming interfaces of the middleware and therefore they cannot be built by application programmers but rather have to be provided by middleware vendors.

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