http://localhost:8080/xmlui/handle/123456789/2354 2026-06-23T06:33:52Z 2026-06-23T06:33:52Z Taware, Rutuja K. Shinde, S. A. http://localhost:8080/xmlui/handle/123456789/3442 2022-08-27T09:13:45Z 2013-08-23T00:00:00Z

Title: Complete Bug Report Summarization Using Task-Based Evaluation Authors: Taware, Rutuja K.; Shinde, S. A. Abstract: A software project's bug reports provide a rich source of information for software Developer in different tasks like understanding multiple aspects of particular defect when working on the project. For interaction with bug reports developers required some text so, in this topic investigated if it is possible to summarize bug reports automatically so that developers can performs their tasks by deliberating short summaries instead of entire bug report. The proposed system deals with existing conversation-based automated summarizers and found that the quality of generated summaries is similar to summaries produced for email threads and other conversations. It also focused on training a summarizer on a bug report corpus which helps to check summaries that are statistically better than summaries produced by existing conversation-based generators. For bug report duplicate detection tasks, system conduct a task based evaluation so the automatic produced bug reports summaries can help a developer for their tasks and save time of study participant. There was no proofs which show that accuracy is become weaken when summaries were used and that most participants preferred working with summaries to working with original bug reports.

2013-08-23T00:00:00Z Shendage, Pradip N Shinde, Santosh A. http://localhost:8080/xmlui/handle/123456789/3441 2022-08-27T09:06:25Z 2013-02-05T00:00:00Z

Title: A Novel QoS-Based Approach For Web Service Recommendation and Visualization Authors: Shendage, Pradip N; Shinde, Santosh A. Abstract: Web Services are becoming increasingly popular due to their subtle advantages. A Web Service is a standards-based software entity that accepts particularly formatted requirements from other software entities on remote machines via vendor. In service recommendation; the QoS-based approach is becoming more important. A lots of research has been studied on service recommendation but the performance of previous one is not suitable: Existing approaches is unsuccessful to consider QoS discrepancy according to users locations; and existing recommender systems have provided only limited information on the performance of the service candidates. This paper proposes a novel collaborative filtering algorithm planned for large-scale web service recommendation. This approach provides work for the characteristics of QoS by clustering users into different regions. With the help of recommendation visualization technique, this system will present that how a recommendation is grouped with other choices.

2013-02-05T00:00:00Z Dhas, Madhuri B. Shinde, S. A. http://localhost:8080/xmlui/handle/123456789/3440 2022-08-27T08:59:54Z 2014-05-21T00:00:00Z

Title: Revising Knowledge Discovery for Object Representation with Spatio-Semantic Feature Integration Authors: Dhas, Madhuri B.; Shinde, S. A. Abstract: — In large social networks, web objects become increasingly popular. Multimedia object classification and representation is a necessary step of multimedia information retrieval. Indexing and organizing these web objects for the purpose of convenient browsing and search of the objects, and to effectively reveal interesting patterns from the objects. For all these tasks, classifying the web objects into manipulable semantic categories is an essential procedure. One important issue for classification of objects is the representation of images. To perform supervised classification tasks, the knowledge is extracted from unlabeled objects through unsupervised learning. In order to represent the images in a more meaningful and effective way rather than using the basic Bag-of-words (BoW) model, a novel image representation model called Bag-of-visual phrases(BoP) is used. In this model visual words are obtained using hierarchical clustering and visual phrases are generated by vector classifier of visual words. To obtain the Spatio-semantic correlation knowledge the frequently co-occurring pairs are calculated from visual vocabulary. After the successful object representation, the tags, comments, and descriptions of web objects are separated by using most likelihood method. The spatial and semantic differentiation power of image features can be enhanced via this BoP model and likelihood method

2014-05-21T00:00:00Z Shinde, S. A. Rumale, A. S. Chhajed, G. J. Borade, J. G. Bura, Pujashree Bhagwat, K. S. Rangdal, M. B. http://localhost:8080/xmlui/handle/123456789/3436 2022-08-27T08:30:39Z 2011-05-15T00:00:00Z

Title: Patient-Centric Medical Information System Based on Web Services for Tuberculosis Control in India Authors: Shinde, S. A.; Rumale, A. S.; Chhajed, G. J.; Borade, J. G.; Bura, Pujashree; Bhagwat, K. S.; Rangdal, M. B. Abstract: Tuberculosis is a dreadful and an infectious disease with devastating social and economic costs and reduces the working capacity of infected persons, thus a major barrier to the economic development of the family of the affected and the country. More adults die from TB than from any other infectious disease in India. It is determined that TB is a curable disease and a winnable battle. A plethora of healthcare services are available today. Majority of this work have been carried out from the perspective of the physicians and other medical staff increasing their efficiency and in turn the quality of the service that patients receive, however the patients needs to be actively involved in this process. Patients which are suspected to be suffering from tuberculosis or those who have diagnosed as TB Positive needs to visit several outpatients clinics and hospitals to receive their medical records. The prototype developed here provides a central place for the patients over the internet to avail their medical information from these disparate healthcare providers using web services. The evaluation of the prototype shows that it is highly scalable, extensible, secure and interoperable with several providers systems

2011-05-15T00:00:00Z