Paper Info
Title
An Effective User Behavior Modeling Approach For Data Services In The Field Of Materials Engineering
Abstract
New challenges about data services have arisen, especially consider the impact of user behavior. For dealing with the problem of distributed heterogeneous data sharing and satisfying the demands of data service, the complex association and dynamic changes should be tracked timely. Thereby it has become increasingly important to build a data services framework based on the user behavior analysis. In this paper, we propose an effective user behavior modeling approach based on the Open Cloud Service Architecture (OCSA) to manage the domain scientific data. Firstly, we build the data services framework in the cloud environment, and describe the related theories and conceptual model about this framework. Based on this, we elaborate the definition and classification of user behavior. Secondly, we construct the User Behavior Model (UBM) by tracking the user operation behavior respectively from the time dimension and the space dimension. Finally, we designed and realized a behavior-oriented Materials Scientific Data Sharing Service Platform. Through the description and comparison of application case, the validity of user behavior modeling method is verified.
Year
DOI
Venue
2013
10.4304/jcp.8.11.2972-2979
JOURNAL OF COMPUTERS
Keywords
Field
DocType
data services, user behavior modeling, cloud computing, materials engineering
Conceptual model,Computer science,Human–computer interaction,Artificial intelligence,User modeling,Multiple time dimensions,Architecture,Data sharing,User interface design,Data as a service,Database,Machine learning,Cloud computing
Journal
Volume
Issue
ISSN
8
11
1796-203X
Citations 
PageRank 
References 
1
0.38
14
Authors
4
Name
Order
Citations
PageRank
Xin Cheng140.76
Changjun Hu213027.56
Yang Li372.58
Wei Lin410.38