Social data: Biases, methodological pitfalls, and ethical boundaries
Social data in digital form—including user-generated content, expressed or implicit relations
between people, and behavioral traces—are at the core of popular applications and …
between people, and behavioral traces—are at the core of popular applications and …
Like it or not: A survey of twitter sentiment analysis methods
Sentiment analysis in Twitter is a field that has recently attracted research interest. Twitter is
one of the most popular microblog platforms on which users can publish their thoughts and …
one of the most popular microblog platforms on which users can publish their thoughts and …
Real-time multimedia social event detection in microblog
Detecting events from massive social media data in social networks can facilitate browsing,
search, and monitoring of real-time events by corporations, governments, and users. The …
search, and monitoring of real-time events by corporations, governments, and users. The …
Extracting and evaluating conversational patterns in social media: A socio-semantic analysis of customers' reactions to the launch of new products using Twitter …
In this paper we use Twitter data to assess customers early reactions to the launch of two
new products by Apple and Samsung by analyzing the streams generated in a 72 h window …
new products by Apple and Samsung by analyzing the streams generated in a 72 h window …
Geographic-aware collaborative filtering for web service recommendation
The explosion of reusable Web services (eg, open APIs, open data sources, and cloud/IoT
services), has become a new opportunity for modern service-composition based …
services), has become a new opportunity for modern service-composition based …
Brand data gathering from live social media streams
Social media streams, such as Twitter, Facebook, and Sina Weibo, have become essential
real-time information resources with a wide range of users and applications. The rapidly …
real-time information resources with a wide range of users and applications. The rapidly …
Topic modeling for analyzing open-ended survey responses
AS Pietsch, S Lessmann - Journal of Business Analytics, 2018 - Taylor & Francis
Open-ended responses are widely used in market research studies. Processing of such
responses requires labour-intensive human coding. This paper focuses on unsupervised …
responses requires labour-intensive human coding. This paper focuses on unsupervised …
Language processing for arabic microblog retrieval
The use of social media has profoundly affected social and political dynamics in the Arab
world. In this paper, we explore the Arabic microblogs retrieval. We illustrate some of the …
world. In this paper, we explore the Arabic microblogs retrieval. We illustrate some of the …