Cooperative Innovation Behavior Based on Big Data

Behavior-based anomaly detection on big data

Recently, cyber-targeted attacks such as APT (Advanced Persistent Threat) are rapidly growing as a social and national threat. It is an intelligent cyber-attack that infiltrates the target organization and enterprise clandestinely using various methods and causes considerable damage by making a final attack after long-term and through preparations. These attacks are threatening cyber worlds suc...

Study on the Group Cooperative Innovation Based on WEB2.0

Under the circumstance of WEB2.0, staff, supply chain users and the public take effective part in the innovative process of the enterprise by adopting such online interactive tools as the blog, Wiki and RSS, which will complete the cooperative innovation among the enterprise, staff, supply chain users and the public. The group cooperative innovation will experience the knowledge creative proces...

Driving Innovation Using Big Open Linked Data (BOLD) Panel

A Preliminary Study of E-commerce User Behavior Based on Mobile Big Data (Invited Paper)

The rapid popularity of mobile devices especially smart phones has changed human life style greatly. In this paper, we examine the consumer behaviors on several e-commerce platforms based on a large-scale dataset of mobile internet access records for about 3.5 months from a major telecom operator in China, which covers 126,388 users from Shanghai. We provide a preliminary study on users’ daily ...

Big Data Value Engineering for Business Model Innovation

Big data value engineering for business model innovation requires a drastically different approach as compared with methods for engineering value under existing business models. Taking a Design Science approach, we conducted an exploratory study to formulate the requirements for a method to aid in engineering value via innovation. We then developed a method, called Eco-ARCH (EcoARCHitecture) fo...