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Suppose that an object of the set shown in Figure 3.1 is selected at random and that one of its three properties is observed, but not the other two. For instance, suppose that this object is drawn from a box, but the box is at some distance or may be observed only through a pane of frosted glass, so that the color of the object can be identified, while its size and shape are too blurred. In this situation, what can we infer about the other two properties and how can we do so How can we combine the evidence obtained from our observation with the prior or generic knowledge that there are only ten possible combinations of attribute values Such tasks often occur in applications reconsider, for example, medical diagnosis as it was described on page 17. The same holds, obviously, for any other diagnosis problem, for example for a mechanic who faces the task to repair a broken engine. Of course, these tasks are much more complex, because there are many more properties that have to be taken into account. In the geometrical objects example, we could discard all objects not compatible with the observation and scan the rest for possible shapes and sizes. However, it is obvious that such an approach is no longer feasible if the number

Building permit 1. Project data 2. Project proposal drawn up 3. Design drawn up 4. Implementation completed

the investigator and the school system Legal standards suggest that minimal risk research in public school settings probably does not require informed consent as long as information is recorded and reported in a way that individuals cannot be identified Minimal risk research generally means that the study poses little likelihood of invasion of privacy, exposure to stress, or psychological or physical harm as a result of participation in the study HHS regulations exempt the following types of research from its informed consent requirements: research conducted in established or commonly accepted educational settings, involving normal educational practices and research involving the use of educational tests (cognitive, diagnostic, aptitude, achievement) if information taken from these sources is recorded in such a manner that subjects cannot be identified [italics added] (45 CFR 46101).

Cities around the country have, in recent years, involved courts in solving complex neighborhood problems and building stronger communities (Lee, 2000) Community courts stem from collaborations that address the low-level crime that is part of daily life Offenders are required to compensate neighborhoods, through community service, as well as to engage in social services that will help them to address their problems The court establishes a partnership with the community, setting up community advisory boards and responding to particular concerns of individual communities The community court is used as a gateway to treatment and social services for low-level offenders Launched in 1993, the Midtown Community Court began to target quality-of-life offenses such as prostitution, illegal vending, graf ti, shoplifting, fare avoidance, and vandalism in downtown Manhattan in New York (Lee, 2000).

271 Forest re detection scenario 2711 Introduction Consider a scenario for forest surveillance and protection such as a natural park, with important ecological value, in re-prone season The park interacts with urban settlements The full scenario has three different stages: Forest surveillance involving the detection of dangerous activities and the determination of the conditions that involves high forest re risk Fire detection and localization Fire monitoring and aids to forest re extinguishing In the following, only the second stage will be detailed Traditional forest re detection is done by means of non-automatic procedures and particularly by human surveillance from watch-towers The main drawbacks are errors due to the subjectivity of the operators, as well as the tiredness and de-motivation of the personnel, the considerable delay in detection (especially during the night) and errors in localization.

Similarly, RHP states that Research participation that is incidental to systematic study of the effects of normal variations in a regular institutional program appears not to raise serious ethical concerns even when the principle of informed consent is compromised (p 45) Note that research involving psychological tests is not exempt from informed consent requirements under HHS regulations (DeMers & Bersoff, 1985) HHS regulations require informed parental consent before a pupil can be instructed to submit to psychological testing for research purposes The Protection of Pupil Privacy Act (PPRA) (as amended by Pub L No.

The decision to establish the Court grew out of a belief that the traditional court response to these low-level offenses was neither constructive nor meaningful to victims, defendants, or the community , resulting in community dissatisfaction with the courts and producing revolving door justice (Sviridoff et al, 1997, p 1) Instead of the usual sentence of credit for time already served in jail, the Midtown Court sentences low-level offenders to pay back the neighborhood through community service while offering them help with problems that include addiction, mental illness, and lack of job skills The Court promotes a community-focused, problem-solving approach to solving quality-of-life community problems by collaborating with court administrators and community and criminal justice agencies Social workers from the court, for example, join police of cers on the beat to engage homeless and other street people and encourage them to come to the court voluntarily for social services.