Identification of Natural Images and Computer‐Generated Graphics Based on Statistical and Textural Features

To discriminate the acquisition pipelines of digital images, a novel scheme for the identification of natural images and computer‐generated graphics is proposed based on statistical and textural features. First, the differences between them are investigated from the view of statistics and texture, and 31 dimensions of feature are acquired for identification. Then, LIBSVM is used for the classification. Finally, the experimental results are presented. The results show that it can achieve an identification accuracy of 97.89% for computer‐generated graphics, and an identification accuracy of 97.75% for natural images. The analyses also demonstrate the proposed method has excellent performance, compared with some existing methods based only on statistical features or other features. The method has a great potential to be implemented for the identification of natural images and computer‐generated graphics.     

The Democratic Contribution of Political Market Researchers

Although we know that candidates, parties and governments conduct political market research and engage in heated debate about it, market research in politics remains a largely hidden activity. This article presents the perspectives of practitioners involved in collecting and using market research including advisors to 11 presidents and prime ministers and demonstrates that market analysis in politics is a multi‐varied activity, carried out within a complex context. The over‐simplistic criticism that political marketing means politicians simply follow focus groups needs to be revised, and although poor practice will always occur, practitioners are developing more fluid and mature ways to utilize research in politics. Political market research can play a valuable role in informing the decisions politicians make and enhance the relationship between the government and the public. Copyright © 2015 John Wiley & Sons, Ltd.     

Understanding public agency communication: the case of the Swedish armed forces

This article suggests a diagnostic framework of public communication intended to capture new communication strategies used by Armed Forces across Europe to legitimize new tasks and recruit new personnel. Three distinct communicative models that impact differently on democratic values and public support are suggested: an Old Public Administration (OPA) model influenced by bureaucratic values, a New Public Management (NPM) model fuelled by market values and a deliberative model labelled ‘New Public Service’ (NPS) that is largely influenced by proponents of ‘e‐democracy’. A case study of the communication of the Swedish Armed Forces identifies a lingering bureaucratic (OPA) ideal. The market ideal (NPM) however clearly dominates. The article concludes that communication along market purposes, principles and practices risks distancing Armed Forces further from society. Yet, an embryonic deliberative ideal (NPS)—much fuelled by the use of social media such as blogs—was also identified. This growing ideal holds the potential of infusing deliberative vigor into the organization and presumably facilitates the bridging of the gap to society. Copyright © 2014 John Wiley & Sons, Ltd.     

The iteration deficit in responsive regulation: Are regulatory ambassadors an answer?

One reason that regulation is difficult is that repeated encounters between regulator and regulatee are rare. We suggest diplomacy as a model for reconfiguring regulatory institutions in response. Ambassadors for Regulatory Affairs who would be agents for all state regulatory agencies could be based in most large firms and small and medium enterprises that pose unusual regulatory risks. In rural towns, police would be trained as regulatory ambassadors. Just as a US Secretary of State can launch a “diplomatic surge” in Myanmar from 2009, so regulatory surges are possible in market sectors of high risk or high opportunity. We propose strategies of indirect reciprocity as a way in which reciprocity that is only episodic in these strategic ways can promote more general responsiveness. Indirect reciprocity is reciprocity that we do not personally experience, but learn from the experience of a culture. This means that so long as we sustain regulation as a relational as opposed to a purely technocratic process, indirect reciprocity might civilize regulatory compliance in an historical process informed by the theories of Elias and Putnam.     

Covenant of Mayors: Reasons for Being an Environmentally and Energy Friendly Municipality

The Covenant of Mayors (CM) is the mainstream European movement involving local authorities who voluntarily commit to increase energy efficiency and the use of renewable energy sources within their territories with the aim of reducing CO₂ emissions and meet the European Union objectives by 2020. One country that has a greater number of signatories of this agreement is Spain. This article analyzes which factors influence the decision of Spanish local authorities to join the ever‐growing movement. An empirical model is formulated to describe the behavior of Spanish local governments, this being a binary choice model which is a function of various political, economic, and technical factors. Among the prominent factors that influence this decision are population, availability of renewable energy, fiscal and environmental stress, citizens’ political preference, the contagion effect of neighboring municipalities, the existence of covenant coordinators, and finally, economic motivations.     

A RANDOMIZED EXPERIMENT TESTING INMATE CLASSIFICATION SYSTEMS*

Research Summary: In California, incarceration in the state prison system is in part organized by security level. The higher the security level, the more restrictive the setting. Upon arrival at a reception center, new inmates are scored within a classification system that is used to determine the appropriate level of security. In this paper, we report on the development and testing of a new inmate classification scoring system. Over 20,000 inmates took part in a randomized experiment in which half were assigned to their housing using the existing scoring system and half were assigned to their housing using the new scoring system. There were two key outcomes: (1) potential mismatches between the number of inmates assigned to different security levels and the available beds and (2) reports of inmate misconduct. Policy Implications: We conclude there to be some potential crowding problems, but that the new scoring system is much better than the old scoring system in sorting inmates by the likelihood of misconduct. We also conclude that some predictors popular in the past are no longer effective (e.g., marital status), while some new predictors are extremely powerful (e.g., gang activity), and that one can build in a number of mandatory housing placements (e.g., for sex offenders) and not degrade the overall effectiveness of the new classification system. Finally, the new classification system is shown to be more user‐friendly than the existing classification system and well received by the staff responsible for implementing it.     

Strain,Negative Emotions,and Deviant Coping Among African Americans: A Test of General Strain Theory

Although previous research on Agnew's (1992) general strain theory (GST) tends to yield significant effects of strain on negative emotions as well as deviance and crime, results tend to be mixed with regard to (1) the effects of negative emotions on deviance and crime and (2) conditioning factors that Agnew suggests affect the selection of coping strategies. To address these issues, we test hypotheses, derived from GST, about the relationships among strain, negative emotions, and deviant coping by analyzing data from a nationally representative sample of African American adults. Ordinary least squares regression results generally support our hypotheses. First, fully mediating the effects of strain on deviant coping, negative emotions have consistently significant effects on deviance, regardless of whether we use composite or separate measures of inner- and outer-directed emotions and deviance. Interestingly, as hypothesized, the same-directed effects of negative emotions on deviant coping are larger than the opposite-directed ones. Second, while self-esteem and self-efficacy as conditioning factors generally fail to receive empirical support, religiosity is found to significantly buffer the effects of negative emotions on deviance. Implications of our findings for further development of GST are discussed.