
## 2.3 Data Management **(Dm)**

As the concept of data management is concerned, data management is based on two main principles .i.e., storing data and managing data. In I‐SOAS Data Management is playing the heaviest component's role due to the size, because the size of this component will increase with the increase of data with the passage of time. This component is responsible for two main functions .i.e.; Semantic based Query Processing and Data Management.

Semantic based query build in IP is treated by Semantic based Query Processor to generate

![0_image_0.png](0_image_0.png)

SQL query to run in to data warehouse to extract the required relevant information. The job of Data Manager is to manage the process of SQL query building, data extraction and creation of new indexes and storage based on newly retrieved information.   

## 2.4 Data Representation **(Dr)**

Data Representation is the last component of I‐SOAS carrying one of the important jobs of responding back to the user with finalized results. This component consists of six sub components .i.e., Information Retriever, Information Reader, Information Tokenizer, Information Parser, Information Reconstructor and Presenter. The job of this component somehow is relevant to the job of IP, but major difference is of handling data and information. IP
treats data to process but DR treats information.

Required extracted and managed information from Data Manager is passed to DR using Information Retriever, which simply read and organised by Information Reader without performing any analytical intelligent action except prioritization of informative statements. Then using Information Tokenizer and Information Parser statements are tokenized and parsed and using Information Reconstructor. Finalized formatted information is build in user's used natural language. Finally Presenter presents the resultant information to IUI to respond back to the user.  
Figure 5. I‐SOAS ‐ Data Representation

![0_image_1.png](0_image_1.png)

## 3. **Conclusion**

In this paper we addressed four major software product development and data management related problems .i.e., User System Communication / Human Machine Interface, Meta Data extraction, Information processing & management and Data representation. Then describing our own contribution towards the field we have presented an approach and its conceptual design.

## 4. Future **Work**

As this is an ongoing in process research, in future, we are aiming to focus on the in depth architectural details, mathematical or algorithmic experiments and currently available tools and technologies for the development of I‐SOAS as real time software application. We are confident to present detailed, concrete and optimized results using real data sets during and