Background. The question whether old media are driven out of existence by new media has been a long concern in academic and industrial research but has received no definitive answer. Aim. This paper goes beyond most previous studies of Internet impact on traditional media, which have placed their relationship within a competitionbased framework, to specifically investigate the complementary eff...

We propose an unsupervised method for automatically calculating word usage similarity in social media data based on topic modelling, which we contrast with a baseline distributional method and Weighted Textual Matrix Factorization. We evaluate these methods against a novel dataset made up of human ratings over 550 Twitter message pairs annotated for usage similarity for a set of 10 nouns. The r...

Capacity planning is a critical task in network management. It identifies how much capacity is needed to match future traffic demand. It directly affects customer satisfaction and revenues. In this work we present a network usage analysis tool called Dynamic Netvalue Analyzer (DNA), which helps alleviate a big problem that network engineers and marketing executives face– making optimal resource...

Changes in the media landscape have made simultaneous usage of the computer and television increasingly commonplace, but little research has explored how individuals navigate this media multitasking environment. Prior work suggests that self-insight may be limited in media consumption and multitasking environments, reinforcing a rising need for direct observational research. A laboratory experi...

Nowadays, the usage of e-commerce applications increased rapidly with more number of users. The advancement in technologies like mobiles and other social media generated different variety and large quantity of data which is increasing a lot. The data collected and stored by social media is distributed and stored as a unstructured data in the server. The unstructured and an unformatted data is c...

Workforce agility has been considered as an important factor responding to the uncertain environment. However, current research on how to develop workforce agility remains unclear, so identifying the influencing factors for achieving workforce agility is needed. Based on the information processing view, we propose a model to examine how task conflict and relationship conflict affect workforce a...