Annotating Opinions in German Political News
نویسندگان
چکیده
This paper presents an approach to construction of an annotated corpus for German political news for the opinion mining task. The annotated corpus has been applied to learn relation extraction rules for extraction of opinion holders, opinion content and classification of polarities. An adapted annotated schema has been developed on top of the state-of-the-art research. Furthermore, a general tool for annotating relations has been utilized for the annotation task. An evaluation of the inter-annotator agreement has been conducted. The rule learning is realized with the help of the minimally supervised machine learning framework DARE.
منابع مشابه
Annotating Opinions in the World Press
In this paper we present a detailed scheme for annotating expressions of opinions, beliefs, emotions, sentiment and speculation (private states) in the news and other discourse. We explore inter-annotator agreement for individual private state expressions, and show that these lowlevel annotations are useful for producing higher-level subjective sentence annotations.
متن کاملAnalyzing Opinions and Argumentation in News Editorials and Op-Eds
Analyzing opinions and arguments in news editorials and op-eds is an interesting and a challenging task. The challenges lie in multiple levels – the text has to be analyzed in the discourse level (paragraphs and above) and also in the lower levels (sentence, phrase and word levels). The abundance of implicit opinions involving sarcasm, irony and biases adds further complexity to the task. The a...
متن کاملThe impact of political news on German students’ assessments of the Israeli-Palestinian conflict
Employing the design of a prior experiment by Peleg & Alimi (2005), the present study examines how differently framed texts about the Knesset's approval of the Israeli-Palestinian 'Road Map' influence German students' assessments of the Israeli-Palestinian conflict. The results of the study confirmed our theoretical hypothesis that information presented in political news reports influences more...
متن کاملMethods for constructing an opinion network for politically controversial topics
The US presidential race, the re-election of President Hugo Chavez, and the economic crisis in Greece and other European countries are some of the controversial topics being played on the news everyday. To understand the landscape of opinions on political controversies, it would be helpful to know which politician or other stakeholder takes which position support or opposition on specific aspec...
متن کاملThe News Media and Economic Voting in the 1998 German Bundestag Election
This study investigates the role of the news media in the economic voting process during the 1998 German Bundestag Election, by exploring how exposure to economic news in the mass media affects economic evaluations. The empirical results are based on a content analysis of a range of German news media outlets and on survey data from a two-wave panel survey. News media outlets differed noticeably...
متن کامل