Abstract: Disclosed is a method of providing at least one suggestion for completing a user-query, the method comprising receiving the user-query related to a domain of user-interest; determining if the domain of user-interest corresponds to the subject matter; identifying at least one element of the user-query; classifying the at least one element into at least one class using the ontology; changing the class of the at least one element occurring at an end position within the user-query to the others class; identifying the at least one element of the concept class occurring at a farthest position within the user-query; concatenating the at least one element of the concept class occurring at the farthest position with each of the at least one element occurring thereafter, to obtain a concatenated string of elements; identifying at least one suggestion using the ontology; and providing the at least one suggestion for completing the user-query.

Abstract: A system and method of regularizing data between a data source and a data destination, wherein the given data category includes with specific data fields. The system includes a data processing arrangement that includes a data fetching module operable to fetch data from the data source. Furthermore, the data processing arrangement includes a data transformation module that is operable to receive pre-defined data formats for a specific data category, compare data formats of the fetched data with pre-defined data formats, determine a deviation therein, and thereafter transform the data format. Additionally, the data processing arrangement includes a data validation module operable that is to receive the transformed data or the fetched data, confirm if data formats of a received data are same as corresponding pre-defined data formats, identify from the received data regularized data, and transmit the regularized data to the data destination implemented as database arrangement.

Abstract: Disclosed is system for optimizing search query to retrieve set of documents, system comprising client device configured to receive search query and provide set of documents; lexical database comprising plurality of concepts, and conceptual synonyms of plurality of concepts; structured database communicably coupled to lexical database, wherein structured database is developed by: extracting plurality of documents; analyzing plurality of documents to determine concept corresponding to plurality of documents; and indexing plurality of documents, wherein given document is indexed based on concept corresponding to given document, and conceptual synonyms of concept; and server arrangement communicably coupled to client device, lexical database and structured database, wherein server arrangement is configured to: receive search query, from client device; segment search query into query segments; analyze query segments to determine concepts; identify, conceptual synonyms of concepts; and retrieve set of documents ba

Abstract: Disclosed is a method of providing at least one suggestion for completing a user-query, the method comprising receiving the user-query related to a domain of user-interest; determining if the domain of user-interest corresponds to the subject matter; identifying at least one element of the user-query; classifying the at least one element into at least one class using the ontology; changing the class of the at least one element occurring at an end position within the user-query to the others class; identifying the at least one element of the concept class occurring at a farthest position within the user-query; concatenating the at least one element of the concept class occurring at the farthest position with each of the at least one element occurring thereafter, to obtain a concatenated string of elements; identifying at least one suggestion using the ontology; and providing the at least one suggestion for completing the user-query.