Investors are constantly aware of the behaviour of stock markets. This affects their emotions
and motivates them to buy or sell shares. Financial sentiment analysis allows us to …

The volume of unstructured texts has increased dramatically in recent years due to the
internet and the digitization of information and literature. This onslaught of data will only …

Plausible findings about futures are inherently difficult to obtain as they require critical, well-
informed speculations backed with data. HCI addresses this challenge with user studies …

An event is a piece of news that triggers a change in stock prices. Here, an event study is
undertaken to capture the effect of abnormal returns due to an event. The event can affect …

We present a novel approach to unsupervised information extraction by identifying and
extracting relevant concept-value pairs from textual data. The system's building blocks are …

Natural language-based financial forecasting is an active area of research, with the majority
of publications centering around company stock prediction. There is, however, a huge …