Efficient spatio-temporal data mining with GenSpace graphs

We describe a method for spatio-temporal data mining based on GenSpace graphs. Using familiar calendar and geographical concepts, such as workdays, weeks, climatic regions, and countries, spatio-temporal data can be aggregated into summaries in many ways. We automatically search for a summary with a distribution that is anomalous, i.e., far from user expectations. We repeatedly ranking possible summaries according to current expectations, and then allow the user to adjust these expectations. We also choose a propagation path in the GenSpace subgraph that reduces the storage and time costs of the mining process.     

Levinas in Japan: the ethics of alterity and the philosophy of no-self

Does the Buddhist doctrine of no-self imply, simply put, no-other? Does this doctrine necessarily come into conflict with an ethics premised on the alterity of the other? This article explores these questions by situating Emmanuel Levinas’s ethics in the context of contemporary Japanese philosophy. The work of twentieth-century Japanese philosopher Watsuji Tetsurō provides a starting point from which to consider the ethics of the self-other relation in light of the Buddhist notion of emptiness. The philosophy of thirteenth-century Zen Master Dōgen casts doubt on Watsuji’s commitment to reciprocal self-other relationality, showing that the idea of self-emptiness disrupts any conventional understanding of reciprocity and promotes instead other-oriented compassion. Despite interesting similarities between the ethics of alterity and Buddhist compassion, a Buddhist-influenced understanding of alterity differs from Levinas on important points, by making possible the claim that all others—human, animal, plant, and mineral—are ethical others.     

The Australian Psychology Workforce 1: A national profile of psychologists in practice

Existing workforce data on Australian psychologists are limited and data that exist are problematic. An online survey instrument was developed to profile psychologists including demographics and work characteristics including setting, role, service location and client type. A total of 11,897 completed the survey (response rate 48%) and a subset of these (N = 9,330) who held full registration were included in the current investigation. Participant demographics show a high (75%) proportion of females in the workforce which is particularly evident in the younger age range. Participation in the workforce was high (68%), with main psychology jobs spread relatively equally between the public and private sectors. Over a quarter of participants held a second psychology position, with the majority of second jobs being in private practice. For both first and second jobs the largest proportion spend their time providing counselling and mental health interventions one‐to‐one to adults. One quarter provide services in non‐metropolitan regions, a higher rate than previously reported. Specific population groups such as culturally and linguistically diverse and indigenous clients were prominent in workloads. This study provides a comprehensive profile and provides a rich data source for further exploration of the characteristics of specific groups within the workforce.     

Engaging in imagery versus verbal processing of worry: Impact on negative intrusions in high worriers

Chronic, excessive, and uncontrollable worry is the defining characteristic of generalised anxiety disorder. Worry largely consists of verbal thought and it has been postulated that this predominance of verbal thought in worry may contribute to its perseveration. In an investigation of this issue, high worriers were trained to engage in either imagery or verbal processing. Mentation was sampled before and after a five-minute period of worry during which participants engaged in either imagery of the worry topic or verbal processing of the worry topic. Verbal worry resulted in a significant increase in negative intrusions, consistent with previous research. Furthermore, imagery was associated with a decrease in negative intrusions. The results support the theory that the predominantly verbal nature of worry may be responsible for the uncontrollability and maintenance of worry.     

The Femme Fatale Effect: Attractiveness is a Liability for Businesswomen’s Perceived Truthfulness,Trust, and Deservingness of Termination

Sex Roles - In what we label the “femme fatale” effect, we proposed and found support for the notion that attractive businesswomen are judged as being less truthful than less attractive...