Reading your Counterpart: The Benefit of Emotion Recognition Accuracy for Effectiveness in Negotiation

Using meta-analysis, we find a consistent positive correlation between emotion recognition accuracy (ERA) and goal-oriented performance. However, this existing research relies primarily on subjective perceptions of performance. The current study tested the impact of ERA on objective performance in a mixed-motive buyer-seller negotiation exercise. Greater recognition of posed facial expressions predicted better objective outcomes for participants from Singapore playing the role of seller, both in terms of creating value and claiming a greater share for themselves. The present study is distinct from past research on the effects of individual differences on negotiation outcomes in that it uses a performance-based test rather than self-reported measure. These results add to evidence for the predictive validity of emotion recognition measures on practical outcomes.

趋近化视角下社交媒体关于人工智能报道的话语建构研究

基于社交媒体关于人工智能的相关报道自建语料库,通过数据搜集和清洗,运用KH Coder文本分析可视化软件,选择其中的名词短语和动词短语,生成关联词频图进行可视化解析,并从趋近化策略的空间趋近、时间趋近和价值趋近维度对自建语料库进行分析。研究结果显示,社交媒体人工智能话语建构了以空间趋近化策略为主,以时间趋近化和价值趋近化策略为辅的正向话语。同时,人工智能对人类具有潜在威胁,公众应采取相应的风险预防对策。     

语用逻辑及其在计算机语言和人工智能中的应用

文章扼要阐明了语用逻辑的研究对象、内容和主要特点,并介绍了这一领域的国内外研究现状。在此基础上．文章侧重描述了计算机语言作为浯用语言的逻辑特征,包括对计算机语言的语法分析和语义分析。最后,本文通过研究如何在prolog语言中使用IL分析方法表明丁语用逻辑在人工智能中的应用.     

Public relations and artificial intelligence: It’s not (just) about robots

Organizations of all kinds, as well as their in-house or agency public relations teams, increasingly co-opt Artificial Intelligence (AI) to enhance their capabilities. This paper examines a relatively new topic that has received little scholarly attention: the growing relationship between AI and public relations. It outlines several key roles that AI may play in future, based on trends in other industries, and considers the implications for public relations practitioners, their clients and employers. It therefore launches a dialogue about the diversity and extent of AI’s uses in public relations practice. The paper argues that, to date, commentators have placed too much emphasis on AI’s potential for task automation; AI’s broader technological, economic and societal implications for public relations warrant greater critical attention. This does not imply that practitioners need become expert technologists; rather, they should develop a sufficient understanding of AI’s present and potential uses to be able to offer informed counsel.     

Automating argument construction

Over the past five years the Artificial Intelligence Center at SRI has been developing a new technology to address the problem of automated information management within real- world contexts. The result of this work is a body of techniques for automated reasoning from evidence that we call evidential reasoning. The techniques are based upon the mathematics of belief functions developed by Dempster and Shafer and have been successfully applied to a variety of problems including computer vision, multisensor integration, and intelligence analysis.

We have developed both a formal basis and a framework for implementating automated reasoning systems based upon these techniques. Both the formal and practical approach can be divided into four parts: (1) specifying a set of distinct propositional spaces, (2) specifying the interrelationships among these spaces, (3) representing bodies of evidence as belief distributions, and (4) establishing paths of the bodies for evidence to move through these spaces by means of evidential operations, eventually converging on spaces where the target questions can be answered. These steps specify a means for arguing from multiple bodies of evidence toward a particular (probabilistic) conclusion. Argument construction is the process by which such evidential analyses are constructed and is the analogue of constructing proof trees in a logical context.

This technology features the ability to reason from uncertain, incomplete, and occasionally inaccurate information based upon seven evidential operations: fusion, discounting, translation, projection, summarization, interpretation, and gisting. These operation are theoretically sound but have intuitive appeal as well.

In implementing this formal approach, we have found that evidential arguments can be represented as graphs. To support the construction, modification, and interrogation of evidential arguments, we have developed Gister. Gister provides an interactive, menu-driven, graphical interface that allows these graphical structures to be easily manipulated.

Our goal is to provide effective automated aids to domain experts for argument construction. Gister represents our first attempt at such an aid.     

Ambivalences of the emotional logics of migration and family reunification: emotions,experiences and aspirations of Bangladeshi husbands and wives in Italy

This article analyses the relational and emotional logics of migration, separation and reunification of Bangladeshi families in Italy. Migrant husbands are separated from their wives, with whom they have had little family life due to their migration, and seek family reunification. Wives’ migration due to family reunification, however, means separating them from their familiar environments and social networks. For this reason, some wives press for onward migration to the UK, where they hope that a larger Bangladeshi community and more social and cultural opportunities may provide a more fulfilling life compared to what they experienced in Italy. However, this means uprooting their husbands once again. The article observes the emotionally divergent dimensions among men and women as an element that can transform and redefine biographical projects and the migration trajectories in Europe of Bangladeshi families in Italy.     

Armchair detectives and the social construction of falsehoods: an actor–network approach

ABSTRACT

This paper examines two large-scale cases ? the 2013 Boston bombing and the 2015 Bangkok bombing, each of which spurred an online investigation conducted by concerned citizens to find the bombers. While both bombing cases had different cultural discourses, the processes and outcomes of the online investigation were similar: there were rampant speculation and rumor-mongering, as well as false accusations and harassment of innocent suspects. The aim of the paper is to understand how such acts of mob justice happened. Using actor–network theory, a theoretical and methodological tool for mapping out the networks human and non-human interactions, I discuss two types of networks found in both investigations. The two network types demonstrate how a claim can be construed as fact or fiction through such networks of interaction. In light of debates on the proliferation of fake news and alternative facts, the findings have implications for the current and precarious state of truth in today’s society.     

Integrative and Masking Emotion Work: Marital Outcomes Among Dual-Earner Couples

This study redresses a gap in the literature concerning the outcomes of emotion work by exploring how both integrative and masking emotion work relate to marital quality and marital conflict. Using data from a random sample of dual-earner couples in a northeastern city in an upper Midwestern state (n = 99 couples), this study explores the emotion-work performance of each partner. The findings show that men’s integrative emotion work is only significantly associated with men’s marital quality, whereas men’s masking emotion work significantly predicts their partner’s marital quality, men’s marital quality, and men’s marital conflict. Women’s integrative emotion work is significantly associated with women’s marital quality and their partner’s marital conflict, whereas women’s masking emotion work predicts women’s marital quality and marital conflict. Altogether, the findings suggest that considering both masking and integrative emotion work helps gain a fuller understanding of how emotion work shapes marital outcomes.     

The classing gaze and its gendering effects: (dis)‐respectability,emotional (in)‐competency,and the counselling experiences of domestically violent Taiwanese men

Research on domestically violent men typically takes an oppositional logic of gender. While the significance of class in researching domestically violent men is identified, class and gender are often treated as separate entities that do not complicate each other. Drawing upon group observations and in‐depth interviews, this paper identifies how intersections of class and gender manifest in the counselling experiences of domestically violent Taiwanese men. From a Bourdieusian feminist analysis, the authors analyse (1) how class distinctions serve to (re)produce gendered hierarchy; (2) how contradictory experiences of gender reveal a relational understanding of class; and (3) how the gendered nature of domestically violent men is inscribed with a meaning of (working) class specificity for maintaining middle‐class ‘purity’. In analysing men's multiple and conflicting experiences, this paper contributes to research on domestically violent men by showing how class and gender are actively constructed and not produced in a monolithic/invariant way.     

Romantic Relationships and Criminal Desistance: Pathways and Processes

In dominant theories of criminal desistance, marital relationship formation is understood to be a key “turning point” away from deviant behavior. Empirical studies supporting this claim have largely focused on the positive role of marriage in men's desistance from crime, and relatively few studies have examined the role that nonmarital relationships may play in desistance. Drawing on 138 longitudinal in‐depth interviews with 22 men and women reentering society from prison, this article extends the scope of desistance research by additionally considering the significance of more fleeting and fluid relationships, and the diverse processes through which romantic relationships of all sorts are linked with criminal behaviors. We present an empirically based typology detailing six processes, grouped within three conceptual categories, through which romantic relationships had their effects. These pathways include material circumstances, social bonds and interactions, and emotional supports and stressors. We also consider gender differences in these processes. While more tenuous bonds to marginally conventional partners would seem to exert little effect, as one of the few relationships and social roles available to many former prisoners, we found that they wielded important influence, if not always in a positive direction.