A crucial challenge in measuring how text represents an entity is the need to associate each representative expression with a relevant entity to generate meaningful results. Common solutions to this problem are usually based on proximity methods that require a large corpus to reach reasonable levels of accuracy. We show how such methods for the association between an entity and a representation yield a high percentage of false positives at the expression level and low validity at the document level. We introduce a solution that combines syntactic parsing, semantic role labeling logic, and a machine learning approach—the role-based association method. To test our method, we compared it with prevalent methods of association on the news coverage of two entities of interest—the State of Israel and the Palestinian Authority. We found that the role-based association method is more accurate at the expression and the document levels.

How does the European Union integrate new values into the text of its treaties? A growing body of literature indicates that, in the past three decades, new norms and values have entered the EU's discourse, resulting in what is usually termed ‘normative power Europe’. Yet the research and knowledge to-date about the EU's discursive assimilation of new values and norms is surprisingly poor. As any institutional change, such integration has the potential to undermine the coherence of the EU's identity and thus also its objective to ‘speak with one voice’. This article explores the EU's discursive management of the continuity-versus-change imperative by analysing the integration of new values into the text of its treaties. This issue is addressed based on a quantitative content analysis on the full texts of European founding treaties between the 1950s and 2009. Findings show that the distribution of the EU's values in the text is not uniform: while the language of market economy and democracy is pervasive, the values of peace, European identity, rights and social justice are mentioned less frequently and in restricted linguistic environments. To account for the differences in the integration of values into the EU's treaty discourse, the article develops the notion of a discursive mechanism of differentiated value integration (MDVI). This rationale echoes the logic of differentiation in policy implementation employed by the EU. It is claimed here that, applied in the European discursive arena, MDVI allows radically different readings of the same text. This helps the EU to maintain a coherent value identity while at the same time enabling change.

This article presents a new method and open source R package that uses syntactic information to automatically extract source–subject–predicate clauses. This improves on frequency-based text analysis methods by dividing text into predicates with an identified subject and optional source, extracting the statements and actions of (political) actors as mentioned in the text. The content of these predicates can be analyzed using existing frequency-based methods, allowing for the analysis of actions, issue positions and framing by different actors within a single text. We show that a small set of syntactic patterns can extract clauses and identify quotes with good accuracy, significantly outperforming a baseline system based on word order. Taking the 2008–2009 Gaza war as an example, we further show how corpus comparison and semantic network analysis applied to the results of the clause analysis can show differences in citation and framing patterns between U.S. and English-language Chinese coverage of this war.

Interpreting human stories, whether those told by individuals, groups, organizations, nations, or even civilizations, opens a wide scope of research options for understanding how people construct, shape, and reshape their perceptions, identities, and beliefs. Such narrative research is a rapidly growing field in the social sciences, as well as in the societally oriented humanities, such as cultural studies. This methodologically framed book offers conceptual directions for the study of social narrative, guiding readers through the means of narrative research and raising important ethical and value-related dilemmas.

Has the European Union (EU) succeeded in socializing citizens to support the democratic values it claims to promote? On the face of it, the prevailing skepticism precludes any expectation of a successful socialization of EU citizens to the EU values. Yet, according to the socialization hypothesis, citizens’ support for these values is expected to increase as countries accumulate more years of the EU membership. Using survey data to isolate distinct dimensions of democratic values, we examine differences among countries in this regard, as well as changes within countries over time. Results confirm the socialization hypothesis, showing that support for democratic values is generally higher in countries with more years of the EU membership, and that this support trends upwards over time.

This article applies the homophily thesis to public diplomacy and offers an empirical examination of a country’s success in its mediated public diplomacy efforts. It analyzes international frame building, the process of creating or changing media frames in the international communications arena, by applying it to the case of Israeli mediated public diplomacy efforts during the war in Gaza in the winter of 2008–2009. The article claims that one way to use the homophily thesis in empirical analyses of international frame-building campaigns in conflicts is to measure the political and value proximity of a country promoting frames to other countries. Yet, proximity should be measured relatively rather than in absolute terms. Therefore, one should look not only at the dyadic proximity between two actors (i.e., Country A that attempts to promote its frames to Country C), but at the relative proximity between Countries A and C considering the proximity between the rival Country B and the target Country C. The study proposes a model and a method to facilitate empirical analysis of this claim. Using sophisticated computerized content analysis, our analyses demonstrate that relative proximity is related to successful international frame building in the hypothesized direction: The closer the relative proximity between Israel and a foreign country, the greater the acceptance of Israel’s views.

To purchase or authenticate to the full-text of this article, please visit this link: http://onlinelibrary.wiley.com/doi/10.1111/pops.12072/abstract Byline: Shaul R. Shenhav, Odelia Oshri, Dganit Ofek, Tamir Sheafer Keywords: narrative; political narratives; narrative theory; narrative analysis; coalition formation; national stories; story coalitions; Israel This article explores the potential of incorporating narrative theory into the study of coalition formation. Following a discussion of the role of narratives in group-formation processes in a coalition-driven dynamic, we offer a theoretical framework to examine the ways political stories espoused by people are mirrored by the partisan system. We integrate theoretical assumptions of narrative studies with coalition-formation theories in an attempt to frame coalition-formation models in terms of voters' political stories. We test our theoretical framework by simulating various possible coalitions in the Israeli 2009 elections and as

The premise of the cultural congruence hypothesis is that the level of congruence between democratic values among the public and in political institutions of a country is an important indication of political stability: the greater the congruence, the greater the stability. Though this hypothesis was proposed almost fifty years ago, it has never been fully examined. A crucial weakness of the hypothesis is that it is blind to the direction of incongruence: instability increases if the public has either more or less freedom relative to their expectations. But based on what we learn from Prospect Theory, one may expect to find different behaviors in these two situations. The empirical analyses that follow confirm this expectation. The article also evaluates the congruence hypothesis in light of the institutional hypothesis. Rather than seeing these hypotheses as competing, the authors claim that it is more productive to focus on the interaction between them, thus improving their understanding of political stability.

In this article, we propose a new method to analyze structural changes in networks over time and examine how the representation of the world in two leading newspapers, the New York Times and Der Spiegel, has changed during the past 50 years. We construct international networks based on the co-occurrences of country names in news items and trace changes in their distribution of centrality over time. Supporting previous studies, our findings indicate a consistent gap between the most central and the least central countries over the years, with the United States remaining at the center of the network and African countries at its peripheries. Surprisingly, the most dynamic changes in the past 50 years occurred in what we call the 'middle range'. In both outlets, we identified a trend of convergence, in other words, a more equal centrality of European, Middle Eastern, and Asian countries in the news. The implications of these findings are discussed.

The growing interest in the relation between language and politics brings new assumptions and theoretical frameworks to the study of politics. This study presents a simple empirical test of a major assumption of the critical discourse analysis school: that power is a major factor in political discourse. It examines whether the discourse of Israeli members of parliament (Knesset) represents a view of the world through the prism of power or whether parliament members refer to the experience of similar democracies. We demonstrate that power is a strong and significant factor in Israeli legislative discourse through time and across issues while relevance plays no role. L'interet grandissant que suscite le lien entre langage et politique, genere de nouvelles hypotheses et de nouvelles theories de l'etude du politique. Cette etude propose de tester l'une des principales hypotheses de l'analyse critique de discours, a savoir que le pouvoir serait un facteur essentiel du discours politique. Le discours des membres du parlement israelien (la Knesset) est analyse afin de determiner s'il reflete une vision du monde a travers le prisme du pouvoir, ou si au contraire les membres du parlements se referent plutot a experience d'antres democraties sous differents angles, en particulier celui de la similarite de leur travail parlementaire. Cette etude demontre que le pouvoir constitue un facteur important et significatif du discours legislatif israelien, a la fois sur la longue duree et concernant une variete de sujets, alors que le facteur de la pertinence ne joue aucun ro1e. doi: 10.1017/S0008423911000965