Professional fact-checking of individual news headlines is an effective way to fight misinformation, but it not easily scalable, because cannot keep pace with the massive speed at which content gets posted on social media. Here we provide evidence for effectiveness ratings sources, instead articles. In a large pre-registered experiment quota-sampled Americans, find that participants are less li...

We investigate how money market news headlines can be used to forecast intraday currency exchange rate movements. The innovation of the approach is that, unlike analysis based on quantifiable information, the forecasts are produced from text describing the current status of world financial markets, as well as political and general economic news. In contrast to numeric time series data textual d...

Bilingualism has been the subject of a lot research in last century. is having competence to speak two languages. The reasons for bilingualism individuals may differ. Some them have parents from different languages, some be children ethnic minority or immigrants. In daily life it possible encounter more bilinguals than monolinguals. not new phenomenon, and takes place media news ways under titl...

A determinantal point process (DPP) is a random process useful for modeling the combinatorial problem of subset selection. In particular, DPPs encourage a random subset Y to contain a diverse set of items selected from a base set Y . For example, we might use a DPP to display a set of news headlines that are relevant to a user’s interests while covering a variety of topics. Suppose, however, th...

News report has become an important source for people to obtain information, and as the “eye” of a piece news, title highly summarizes its theme, expresses attitude author. By analyzing relevant literature, it is found that most current studies focus on stylistic characteristics translation principles news translation. The headline are limited. Besides, researches headlines mainly specific meth...

Headlines play a critical role in how users perceive articles. But many headline publishers craft headlines ways that either attract clicks an attempt to earn ad revenue, or misinform manipulate their opinions for malicious intents. Such can do harm since simply skim and share without reading the articles full. We present exploratory browser extension empowers suggest they deem better news User...

In this paper we discuss the SARS-CoV-2-related information coverage (beginning of epidemic) in Italian digital media narratives. We surveyed articles that reported highest engagement level. The aim was to identify most prominent variables (topics, players and news area). Similarly, a discourse analysis carried out by analyzing tone used relation mentioned. results show important topics were he...