Combining Business Intelligence with Semantic Web : Overview and Challenges
نویسندگان
چکیده
Under today’s highly complex and dynamic business environment, external data (most often issued from web) need to be included in traditional On-Line Analytical Processing (OLAP) analysis so that decision-makers would be well-informed before making effective decision. Including external web data requires knowing the exact semantic meaning in order to use the right information at the right time. Semantic Web (SW) technologies allow semantically annotating data so that we can exchange several descriptions over web data, do reasoning over these descriptions and ensure interoperability between humans and systems. A combination of BI technologies with SW will both enhance BI analysis with web data and allow analyzing SW data through BI tools. In this paper, we firstly introduce basic concepts of the BI and SW domains. Then, we present recent research results using SW to enhance OLAP analysis. At last, we identify challenges requiring future research efforts to achieve a complete incorporation of BI with SW.
منابع مشابه
Semantic Constraint and QoS-Aware Large-Scale Web Service Composition
Service-oriented architecture facilitates the running time of interactions by using business integration on the networks. Currently, web services are considered as the best option to provide Internet services. Due to an increasing number of Web users and the complexity of users’ queries, simple and atomic services are not able to meet the needs of users; and to provide complex services, it requ...
متن کاملIMPROVE THE RECOMMENDER SYSTEM USING SEMANTIC WEB
To buy his/her necessities such as books, movies, CD, music, etc., one always trusts others’ oral and written consultations and offers and include them in his/her decisions. Nowadays, regarding the progress of technologies and development of e-business in websites, a new age of digital life has been commenced with the Recommender systems. The most important objectives of these systems include a...
متن کاملایجاد نیمه خودکار مشاپ های سازمانی با استفاده از توصیفات معنایی
Mashups are next generation of web applications. A mashup is a lightweight web application that is created by combining information or capabilities from more than one existing resources to deliver a new and integrated experience to the user. Mashups introduce a new class of integration techniques in enterprises for implementing situational applications (i.e. applications that come together to s...
متن کاملICT Opportunities and Challenges for Remote Services
Embedded intelligence together with upcoming ICT solutions give new possibilities for more automated service process operation over network during the life cycle of machines and systems. The purpose of this paper is to describe the existing solution based on Web Services and how it can be enhanced utilizing semantic web approach. First, the paper describes automation and ICT challenges from bus...
متن کاملSemantic Web Mining of Un-structured Data: Challenges and Opportunities
The management of unstructured data is acknowledged as one of the most critical unsolved problems in data management and business intelligence fields in current times. The major reason for this unresolved problem is primarily because of the actuality that the methods, systems and related tools that have established themselves so successfully converting structured information into business intel...
متن کامل