
Monika RaniIndian Institute of Information Technology Allahabad | iiita · Department of computers
Monika Rani
B.Tech, M.Tech, PhD (pursuing)
About
24
Publications
18,276
Reads
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378
Citations
Citations since 2017
Introduction
DATA MINING, SEMANTIC WEB & ONTOLOGY, SMART CITIES, INTERNET of THINGS (IoT), FUZZY LOGIC AND INFORMATION RETRIEVAL.
Additional affiliations
January 2013 - present
Publications
Publications (24)
E-Learning and online education have made great strides in the recent past. Ithas moved from a knowledge transfer model to a highly intellect, swift and interactive proposition capable of advanced decision-making abilities. Two challenges have been observed during the exploration of recent developments in e-learning. Firstly, to incorporate e-learn...
Ontologies provide features like a common vocabulary, reusability, machine-readable content, and also allows for semantic search, facilitate agent interaction and ordering & structuring of knowledge for the Semantic Web (Web 3.0) application. However, the challenge in ontology engineering is automatic learning, i.e., the there is still a lack of fu...
The current learning systems typically lack the level of meta-cognitive awareness, self-directed learning, and time management skills. Most of the ontologically based learning management systems are in the proposed phase and those which are developed do not provide the necessary path guidance for proper learning. The systems available are not as ad...
Software Product-Line (SPL) testing is a complex
task due to the generation of a large number of products. If the
number of features is increased then, the number of products
are also increased exponentially, which leads to the increment of
test space. Testing order of the products plays a vital role so that
testing resources could not be depleted...
Abstract: Software Product Line Testing (SPLT) is a strenuous task due to the explosion of derivable products. It is infeasible to test all the products of a Software Product Line (SPL) so, several contributions have been presented to overcome this issue by reducing the number of products. However, not much consideration has been given to the test...
The fast advancement in information and communication techniques has resulted in the development of highly informative e-tourism Web sites. There are a number of Web sites all over the world that employ data mining to help tourists, but they have yet to fully satisfy e-tourists. Therefore, we propose the use of ontologies for classifying and queryi...
With the growing economy, e-learning consequently gained increasing attention as it conveys knowledge globally with improved interactivity, assistance, and reduced costs. For the past few years, accidental challenges have become the severe problem with railway units due to irresponsibility, lack of knowledge and improper guidance of station control...
The current learning systems typically lack the level of metacognitive awareness, self-directed learning, and time management skills. Most of the ontologically based learning management systems are in the proposed phase and those which are developed do not provide the necessary path guidance for proper learning. The systems available are not as ada...
These last years with the growing population in the smart city demands an efficient transportation sharing (bike sharing) system for developing the smart city. The Bike sharing as we know is affordable, easily accessible and reliable mode of transportation. But an efficient bike sharing capable of not only sharing bike also provides information reg...
One of the challenges in information retrieval is providing accurate answers to a user's question often expressed as uncertainty words. Most answers are based on a Syntactic approach rather than a Semantic analysis of the query. In this paper, our objective is to present a hybrid approach for a Semantic question answering retrieval system using Ont...
In the past few years, the growing population in the smart city demands an efficient transportation sharing (bike sharing) system for its development. The bike sharing as we know is affordable, easily accessible and reliable mode of transportation. But an efficient bike sharing system should be capable not only of sharing bike but also of providing...
These last years with the growing population in the smart city demands an efficient transportation sharing (bike sharing) system for developing the smart city. The Bike sharing as we know is affordable, easily accessible and reliable mode of transportation. But an efficient bike sharing capable of not only sharing bike also provides information reg...
With the growing economy, e-learning consequently gained increasing attention as it conveys knowledge globally with improved interactivity, assistance and reduced costs. For the past few years, accidental challenges have become the severe problem with railway units due to irresponsibility, lack of knowledge and improper guidance of station controll...
Several challenges are faced by citizens of urban centers while dealing with day-to-day events, and the absence of a centralized reporting mechanism makes event-reporting and redressal a daunting task. With the push on information technology to adapt to the needs of smart-cities and integrate urban civic services, the use of Open311 architecture pr...
With the growing economy, e-learning consequently gained increasing attention as it conveys knowledge globally with improved interactivity, assistance and reduced costs. For the past few years, accidental challenges have become the severe problem with railway units due to irresponsibility, lack of knowledge and improper guidance of station controll...
One of the challenges in information retrieval is providing accurate answers to a user’s question often expressed as uncertainty words. Most answers are based on a Syntactic approach rather than a Semantic analysis of the query terms. In this paper our objective is to present a framework for a Semantic question answering retrieval system using Fuzz...
The conventional clustering algorithms have difficulties in handling the challenges posed by the collection of natural data which is often vague and uncertain. Fuzzy clustering methods have the potential to manage such situations efficiently. Fuzzy clustering method is offered to construct clusters with uncertain boundaries and allows that one obje...
123 All Rights Reserved © 2012 IJARCET Abstract— Fuzzy co-clustering can be improved if we handle two main problem first is outlier and second curse of dimensionality .outlier problem can be reduce by implementing page replacement algorithm like FIFO, LRU or priority algorithm in a set of frame of web pages efficiently through a search engine. Th...
Fuzzy clustering method is offered to construct clusters with uncertain to boundaries and allow that one object to belong to one or more cluster with some membership degree. Fuzzy co-clustering (bi-clustering) is a technique to simultaneously cluster data (web document) and feature(words inside the document).Fuzzy co-clustering have some advantages...
Questions
Questions (15)
1. co-occurrence of two words
2. co-occurrence of document and words
Do algorithms work on these two concepts?
semi-automated , full -automated, software and tools
Can anyone explain the meaning of this sentence - Result seem to less sensitive to local maxima and obtain optimization search space in 2-D for web page by plotting graph between X and Y axis ?????
First step to construct information retrieval system (IRS)
Did Linked Data Kill Ontologies? Sloppy, scruffy Semantic Web does not need ontologies (David R. Karger)! Ontologies are a luxury and should not hinder open data publishing and usage
Seeking your valuable suggestion with logical reasoning. Thank you
If not possible, please share few valuable links for downloads on renowned ontology irrespective of domain, but digital library ontology, service provider ontology, and tourist ontology is preferred.
Semantic web is a field but is semantic individually a field or just an approach? Similar ontology field or approach? OR ontology similarity is a field ?
Seeking to building recommended system for library for which data set is required.














































































