DocumentCode :
1419779
Title :
Employing collective intelligence for user driven service creation
Author :
Jung, Yuchul ; Park, Yoo-mi ; Bae, Hyun Joo ; Lee, Byung Sun ; Kim, Jinsul
Volume :
49
Issue :
1
fYear :
2011
fDate :
1/1/2011 12:00:00 AM
Firstpage :
76
Lastpage :
83
Abstract :
With advances in computing technologies and active user participation through smart devices such as the iPhone and Android, user needs are becoming varied and complex. It is quite natural, then, that a single Web service may not be sufficient to fully satisfy the diverse goals of users in their daily lives. A set of cohesively connected Web services/mashups may be able to deal with these goals. An increasing number of open APIs can facilitate various types of service compositions with users as the service creators. Recently, Internet, telecommunications, and third-party providers have opened their services to the public in the form of open APIs, a trend following the Web 2.0 paradigm. However, most service creation environments do not have sufficient knowledge (particularly, available services and their functionality) to support service creation by users. The problem of knowledge scarcity is that users may have difficulty in finding relevant open APIs for a given situation, finally resulting in rather straightforward types of service. In this article we present two kinds of collective intelligence for user-driven service creation: the user´s own experiences in service composition, and activity knowledge from the web. These collective intelligence types will aid in creating enduser service compositions by enforcing knowledge support in terms of user experiences and activity-aware functional semantics, and will finally accelerate the development of various kinds of converged applications. Using the beneficial roles of collective intelligence as key enablers of future service creation environments, this article also shows a new potential for user-driven composite services within the next few years.
Keywords :
Web services; application program interfaces; knowledge management; personal computing; service-oriented architecture; Android; Internet; Web 2.0; Web service; active user participation; activity aware functional semantics; activity knowledge; collective intelligence; computing technology; end user service composition; iPhone; knowledge scarcity; open API; service creator; smart device; third party provider; user driven service creation; user experience; Knowledge based systems; Knowledge engineering; Layout; Mashups; Semantics; User centered design;
fLanguage :
English
Journal_Title :
Communications Magazine, IEEE
Publisher :
ieee
ISSN :
0163-6804
Type :
jour
DOI :
10.1109/MCOM.2011.5681019
Filename :
5681019
Link To Document :
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