1. Full Name: Dr. Amita Jain
2. Designation: Asst. Prof. (CSE)
3. Department: CSE
4. Qualification: B.E.(CSE), M. Tech. (IT), Ph.D.(JNU)
5. Email ID: This email address is being protected from spambots. You need JavaScript enabled to view it.
6. Teaching Experience: 15 years
7. Area of specialization: Data structures, Operating Systems, Supervising Ph.D. in Fuzzy Logic, Natural Language Processing and Information Retieval
Publications
Research Publications :- Total 81 (Journal-38,(SCI-10,Scoups-23),Conference-35,Book Chapter-8)
ACM Transactions-02 Papers
2020 : Journal-6, Conference- 1, Book Chapter-1
81.Kanika Mittal; Amita Jain et. al.“A Comprehensive Review on Type 2 Fuzzy Logic Applications: past, present and future" Engineering Applications of Artificial Intelligence, Elsevier, SCI indexed, Impact Factor 4.2
80.Amita Jainet. al. "Senti-NSetPSO:Large Sized Document Level Sentiment Analysis using Neutrosophic Set & Particle Swarm Optimization" Journal: Soft Computing, Springer , SCI indexed, Impact Factor 3.050, 24(1), pp.3-15, 2020
79.Amita Jain et al. "A Novel Self-Organizing Approach to Automatic Traffic Light Management System for Road Traffic Network"Wireless Personal Communications,Springer,SCIE indexed, Impact Factor 1.061,DOI: 10.1007/s11277-019-06787-z, 110(3), pp.1303-1321.
78. Sonakshi Vij, Amita Jain, Devendra Tayal, Oscar C"Scientometric Inspection of Research Progression In Hesitant Sets", Journal of Intelligent and Fuzzy Systems, Journal of Intelligent & Fuzzy Systems,vol. 38, no. 1, pp. 619-626, 2020SCIE indexed, impact factor 1.637,10.3233/JIFS-179435
77.Sonakshi Vij, Devendra Tayal, Amita Jain"A Machine Learning Approach for Automated Evaluation of Short Answers Using Text Similarity Based on WordNet Graphs”,Wireless Personal Communications, Springer, SCIE indexed, Impact Factor 1.061,111(2), pp.1271-1282.
76.Charu Gupta, Amita Jain “Ind-AMSAD: A Multidimensional Design Analysis using Micro-strategy Analytics Desktop for Indian Agriculture” , Journal of Statistics and Management Systems, Scopus, ESCI indexed, Taylor and Francis publisher, in press
75.Amita Jain, Sayani Ghosal “Research Journey of Hate Content Detection from Cyberspace”, Chapter in Edited Book by IGI- Global on Natural Language Processing for Global and Local Business, 2020
74. Kanika Mittal, Amita Jain, K S Vaisla, D K Tayal, “A Novel method for Reviewer Assignment Problem based on Reviewers' Profile and Fuzzy Graph Connectivity Measure” 2020 International Conference on Intelligent Engineering and Management (ICIEM), IEEE, Amity University, London, UK
2019: Journal-6, Conference- 6, Book Chapter-2
73.Fevrier Valdez, Oscar Castillo, Amita Jain, Dipak K. Jana "Nature-Inspired Optimization Algorithms for Neuro-Fuzzy Models in Real-World Control and Robotics Applications"Computational Intelligenceand Neuroscience, Volume 2019, Article ID 9128451, SCIE indexed, Impact Factor 2.154
72.Amita Jain, Sonakshi Vij, Oscar Castillo "Hindi Query Expansion based on SemanticImportance ofHindiWordNet Relations and Fuzzy Graph Connectivity Measures" Computación ySistemas,Mexico,Scopus Indexed,vol. 23, No. 4, 2019
71.Kanak Meenaa, Devendra K.Tayal, OscarCastillo, Amita Jain"Handling data-skewness in character based string similarity join using Hadoop", Applied Computing and Informatics, Elsevier,https://doi.org/10.1016/j.aci.2018.11.001, in press
70.S Vij, Amita Jain, Devenedra K Tayal "Performing Opinion Mining and Analytical Study for Cashless Transaction" International Journal of Forensic Software Engineering, Inderscience,vol 1, No 1, 2019
69.Charu Gupta, Amita Jain,Neeshith Joshi "DE-ForABSA- A Novel Approach to Forecast Automobiles Sales using Aspect Based Sentiment Analysis and Differential Evolution" International Journal of Information Retrieval Research (IJIRR), IGI-Global, ESCI indexed, Vol 9, Issue 1 2019
68.Sunny Rai, Amita Jain, Priyank Pandey"Inclusion of Wikipedia, a language specific knowledge resource to generate and update a synset in WordNet"International Journal of Technology, Policy and Management, Inderscience,scopus indexed, vol 19, no 4
67.Sonakshi Vii; Devendra Tayal; Amita Jain "A Fuzzy WordNet graph based approach to find key terms for students short answer evaluation" 2019 4th International Conference on Internet of Things: Smart Innovation and Usages (IoT-SIU), 18-19 April 2019, KEC Ghaziabad India
66. Sonakshi Vii ; Harsimran Kaur ; Namerta Sharma; Amita Jain "A solitary approach to test path prioritization using significance of centrality measures" 2019 4th International Conference on Internet of Things: Smart Innovation and Usages (IoT-SIU), 18-19 April 2019, KEC Ghaziabad India
65. Kanika Mittal ; Amita Jain; Kunwar Singh Vaisla "Understanding Reviewer Assignment Problem and its Issues and Challenges" 2019 4th International Conference on Internet of Things: Smart Innovation and Usages (IoT-SIU), 18-19 April 2019, KEC Ghaziabad India
64.Amita Jain et al "FRecS -Financial Recommender System"fourth International Conference and 10th conference in sequence on Information Systems & Computer Networks, accepted,November, 21st-22nd 2019, GLA university Mathura
63.Amita Jain, Basanti Pal Nandi, Charu Gupta, Devendra KumarTayal"A Hybrid Framework based on PSO and Neutrosophic Set for Document level Sentiment Analysis" 2nd International Conference on Information Technology and Applied Mathematics (ICITAM 2019), March 07-09, 2019 at HIT Haldia, India
62.Sonakshi Vij, Amita Jain, Devendra Tayal, “A Genetic Algorithm Based Approach for Word Sense Disambiguation using Fuzzy WordNet Graphs” International Seminar in Computational Intelligence, Edited Book, Springer Verlag (Studies in Computational Intelligence Series) 2019.
61. D. K. Tayal, Amita Jain, A. Roy and M. Gupta, "An Improved Word Similarity Measure For Ontological Context," International Conference on Advances in Computing, Communication and Control (ICAC3), Mumbai, India, 2019, pp. 1-5, doi: 10.1109/ICAC347590.2019.9036768.
60.Amita Jain, Basanti Pal Nandi, “Intuitionistic and Neutrosophic Fuzzy Logic: Basic Concepts and Applications” Book entitled: “Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine”, to be published by Springer Verlag in 2019.
2018 : Journal-8, Conference-6, Book Chapter-4
59. Amita Jain, Minni Jain, Goonjan Jain And Devendra. K. T ""UTTAM": An Efficient Spelling Correction System for Hindi Language Based on Supervised Learning" ACM Transactions on Asian Language Information Processing (Renamed as TALLIP), Vol. 18, No. 1, 2018 , SCIE Indexed
58. Sonakshi Vij, Amita Jain, Devendra Tayal, Oscar Castillo "An Analytical Study for the Role of Fuzzy Logic in Improving Metaheuristic Optimization Algorithms" Journal of Automation, Mobile Robotics & Intelligent Systems,Scopus Indexed, Vol. 12, No. 4, 2018
57.Charu Gupta, Amita Jain, D K Tayal, Oscar Castillo "ClusFuDE: Forecasting Low Dimensional Numerical Data using an Improved Method based on Automatic Clustering", Fuzzy Relationships and Differential Evolution"Engineering Applications of Artificial Intelligence, Elsevier, SCI indexed,Impact Factor 4.2, Vol. 71, 175-189, 2018
56.S.Vij, Amita Jain,D.K.Tayal, O.Castillo, "Fuzzy Logic for Inculcating Significance of Semantic Relations in Word Sense Disambiguation using a WordNet Graph", International journal of Fuzzy Systems, Springer,SCIE indexed, Impact Factor 4.4, February 2018, Volume 20, Issue 2, pp 444–459
55.Anshita G, Sanya B T, Garima M, S Vij, D K Tayal, Amita Jain "SLANGZY: a fuzzy logic-based algorithm for English slang meaning selection." Progress in Artificial Intelligence , Springer, Scopus, ESCI indexed, 2018, 1-11, https://doi.org/10.1007/s13748-018-0159-3
54.Charu Gupta, Amita Jain, Neeshith Joshi, Fuzzy Logic in Natural Language Processing - A closure view, Procedia Computer Science, Elsevier, Scopus indexed,Volume 132, 2018, Pages 1375-1384,
53. Sonakshi Vij, Amita Jain, Devendra Tayal, Oscar Castillo "An Analytical Insight to Investigate the Research Patterns in the Realm of Type-2 Fuzzy Logic" Journal of Automation, Mobile Robotics & Intelligent systems,Scopus Indexed ,Vol 12, No 2, 2018
52.Ayush Aggarwal, Chhavi Sharma, Minni Jain and Amita Jain "Semi Supervised Graph Based Keyword Extraction Using Lexical Chains and Centrality Measures" Computación y Sistemas, Mexico, scopus indexed,Vol 22, No 4 (2018)
51.Minni Jain, Amita Jain, Rajni Jindal "Building Domain-Specific Sentiment Lexicon Using Label Propagation On Common-Sense Semantic Network"Joint 10th International Conference On Soft Computing And Intelligent Systems (SCIS) And 19th International Symposium On Advanced Intelligent Systems December 05, 2018 - December 08, 2018, Location: Toyama, Japan, Nagaoka University Of Technology
50.Amita Jain, Vij S., Tayal D.K. "Text Summarization Using WordNet Graph Based Sentence Ranking". In: Krishna C., Dutta M., Kumar R. (eds) Proceedings of 2nd International Conference on Communication, Computing and Networking. Lecture Notes in Networks and Systems, vol 46. Springer, Singapore (Book Chapter)
49.Amita Jain, Charu Gupta, Neeshith Joshi "A Novel Approach to Feature Hierarchy in Aspect Based Sentiment Analysis using OWA Operator" In: Krishna C., Dutta M., Kumar R. (eds) Proceedings of 2nd International Conference on Communication, Computing and Networking. Lecture Notes in Networks and Systems, vol 46. Springer, Singapore (Book Chapter)
48.Garima Malik, Sonakshi Vij, Devendra Tayal, Amita Jain, "E-ALIVE: An Integrated Platform Based on Machine Learning Techniques to Aware and Educate Common People with the Current Statistics of Maternal and Child Health Care", Data Science and Big Data Analytics. Lecture Notes on Data Engineering and Communications Technologies, vol 16. Springer, Singapore, (Book Chapter),
47.Minni Jain, Amita Jain, Amit chaudhary "Role of Sentiment Lexicons in Sentiment Analysis and their Performance", 5Th
46.Amita Jain,Charu Gupta, Tanu Sharma and Palak Girdhar. A Comprehensive Analysis of Tree Based Algorithms in Utility Mining, 5th
45.S.Aggarwal, R.Dhankher, Amita Jain,D.K.Tayal, S.Vij, K.Meena, Investigation of Web Information Retrieval Techniques, technically sponsored by IEEE Delhi Section, 14th - 16th March, 2018 , New Delhi (INDIA)
44. Monika, S.Vij, Amita Jain, D.K.Tayal, K.Meena, A Study on the Recent Advancements in the Field of Topic Labeling, INDIACom – 2018, technically sponsored by IEEE Delhi Section, 14th - 16th March, 2018 New Delhi (INDIA),
43.Amita Jain et al. "Sentiment analysis on the social campaign BetiBachao, BetiPadhao", National Conference on Computing, Informatics and Networks, BPIT Delhi, 3 May 2018.
42.Amita Jain, Charu Gupta. "Fuzzy Logic in Recommender Systems" Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications.
2017: Journal-4 , Conference-7, Book Chapter-1
41. Amita Jain, &Lobiyal, D. K. "Fuzzy Hindi WordNet and Word Sense Disambiguation Using Fuzzy Graph Connectivity Measures."ACM Transactions on Asian Language Information Processing (renamed as TALLIP) ,SCIE indexed, 15(2), 8,
40. Amita Jain, and Minni Jain. "Location based Twitter Opinion Mining using Common-Sense Information." Global Journal of Enterprise Information System 9.2 (2017): 28-32.
39. AmitaJain, Charu Gupta. "A Genetic Algorithm based Approach in Predicting and Optimizing Sickle Cell Anaemia." Global Journal of Enterprise Information System 8.4: 92-97, 2017
38. Amita Jain , Sunny Rai, Ankita Manaktala, Lokender Sarna "Analysing Asymmetrical Associations using Fuzzy Graph and Discovering Hidden Connections in Facebook." Global Journal of Enterprise Information System 9.1: 1-12.2017
37. Charu Gupta, Amita Jain "Fuzzy Multi-Criteria Decision Making and Fuzzy Information Gain based Automotive Recommender System" Fuzzy Logic in Intelligent System Design. NAFIPS 2017. Advances in Intelligent Systems and Computing, vol 648. Springer, Cham(Book Chapter)
36.Charu Gupta, Amita Jain, A Comprehensive Insight into Aspect Based Sentiment Analysis and its Current Challenges, 4Th
35.Amita Jain, Charu Gupta, Tanu Sharma, Nancy Hada, Sharadha JaichandA New Approach to Mine Frequent Patterns in Transactional Databases, 4Th
34. Devendra tayal, Kanak Meena, Sakshi Jain, ArushiButan, Amita Jain Privacy in Big Data: An Overview; 4Th
33. Amita Jain, D.K.Tayal, Sonakshi Vij, Garima malik, sameeksha Prasad, An Automated method for content word selection to create WordNet graphs, 4Th
32. D K Tayal, Sonakshi Vij, Shreya Gupta, Divisha Chaudhary, Amita Jain, Analysis of Graph-based Query Expansion Techniques, 4Th
31. Amishapriya Singh, D K Tayal, Amita Jain, Sonakshi Vij, An analysis of various graph based clustering techniques, 4Th
30. Amishapriya Singh , Manju Khari, Deepanshu Tayal, D K Tayal, Sonakshi Vij, Amita jain, An analysis of security considerations in Opportunistic Networks; 4Th. Springer, Cham, 2018. 255-273. (Book Chapter)
2016: Journal- 4 , Conference- 6
29. Amita Jain, Devendra K Tayal, Sudesh Yadav "Retrieving Web Search Results for a Hindi Query using Max-Max Soft Clustering," International Journal of System Assurance Engineering and Management, Springer, Scopus, ESCI Indexed, Vol. 7, Dec 2016
28. Jain, Amita,Amishapriya Singh, D K Tayal, Sonakshi Vij "Amalgamating Data Analytics and Machine Learning for Predicting Sex Ratio and Infant Mortality Rate to Improve Gender Composition." Global Journal of Enterprise Information System 8.3 (2016): 1-5.
27. Amita Jain , D K Tayal, Manju Khari, Sonakshi Vij, "A novel method for test path prioritization using centrality measures " International journal of open source software and processes, IGI-Global, Scopus Indexed,7.4 (2016): 19-38.
26. Jain, Amita, Devendra Kumar Tayal, and Sonakshi Vij. "A Semi-Supervised Graph-based Algorithm for Word Sense Disambiguation." Global Journal of Enterprise Information System 8.2 (2016): 13-19.
25. S.Vij, A.Jain, “5G: Evolution of a Secure Mobile Technology”, In Proceedings of the 10th; 3rd
24. S.Vij, A.Jain, “Smartphone Nabbing: Analysis of Intrusion Detection and Prevention Systems”; 3rd
23. A.Jain, D.K.Tayal, S.Vij, “Word Sense Disambiguation using Fuzzy Semantic Relations”, 3rd
22. M.Khari, A.Jain, S.Vij, M.Kumar, “Analysis of Various Information Retrieval Models”, 3rd
21. P.Pandey, A.Jain, “A comparative study of classification techniques: support vector machine, fuzzy support vector machine and decision trees”, 3rd
2015: Journal- 4 , Conference- 1
19. Amita Jain,Devendra K. Tayal, Sunny Rai "Shrinking digital gap through automatic generation of WordNet for Indian languages” Springer, Scopus indexed, AI & SOCIETY 30.2, 215-222, 2015
18. Devendra K Tayal, Amita Jain, Neha Dimri, Suchi Gupta "MetaSurfer: a new metasearch engine based on FAHP and modified EOWA operator" International Journal of System Assurance and Engineering Management, Springer,scopus indexed, Vol. 6, Dec 2015
17. Kanika Mittal and Amita Jain "Word Sense Disambiguation Method Using Semantic Similarity Measures And OWA Operator" ICTACT Journal on Soft Computing, 5.2, 2015.
16. Devendra Tayal, Amita Jain,Divya Gupta and Garvita Saini A new method to predict boxoffice collections for Bollywood movies using online opinion mining, Engineering Intelligent Systems, CRL Publishing, Scopus Indexed, Vol 23 No 2 June 2015
15. Amita Jain and D K Lobiyal "Unsupervised Hindi Word Sense Disambiguation based on Network Agglomeration"; 2nd
2014 : Journal- 2, Conference-2
14. Amita Jain, Kanika Mittal, Devendra K Tayal ”Automatically incorporating context meaning in query expansion using graph connectivity measures” Progress in Artificial Intelligence, Springer,Scopus, ESCI indexed, 2.2-3, 2014.
13. Amita Jain, D K Lobiyal “A New Approach for Unsupervised Word Sense Disambiguation in Hindi Language using Graph Connectivity Measures” International Journal of Artificial Intelligence and Soft Computing, Inderscience, 4.4, 2014.
12. Amita Jain, Minni Jain “Detection and Correction of Non-Word spelling errors in Hindi language” International Conference on Data Mining and Intelligent Computing, ICDMIC-2014 an IEEE sponsored Conference (Aug 2014), IGDTUW Delhi, scopus indexed
11. Amita Jain, D K Lobiyal, "A New Method for Updating Word Senses in Hindi WordNet" International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT),IEEE, scopus indexed,KIET Ghaziabad , Feb, 2014
2013 and Earlier: Journal- 4 , Conference-6
10. Devendra K. Tayal, Amita Jain and Vinita Gupta, "Fuzzy Expert System for Noise Induced Sleep Disturbance and Health Effects" International Journal of Information Technology, Vol. 2, No. 1, 2009
9. 9.Devendra Tayal, Amita Jain, Neha Aggarwal, Paneha Bhasin "A Fuzzy Analytical Hierarchical Process Based Career Decision Making", Journal of Information Technology, Vol. 5 issue 4, 2009
8. D.K.Tayal, Amita Jain, Vinita, “On reverse engineering an object-oriented code into UML class diagrams incorporating extensible mechanisms”, ACM SIGSOFT SEN, Volume 33, No. 5, 2008.
7. Amita Jain, Yogesh Singh “Comparative Study for use case based modeling approaches”, ICFAI journal of Information Technology, Vol. II, Issue 4, 2006
6. Amita Jain , Sudesh, Devendra K Tayal “Measuring Context meaning for open class words in Hindi language” Sixth International Conference on Contemporary Computing (IC3), available at IEEE explore, 2013
5.Tayal D., Gupta C., Jain A., “A New Crossover Operator in Differential Evolution for Numerical Optimization,” IEEE International Conference on Communication, Information & Computing Technology, 2012,Bombay
4. Amita Jain, Kanika Mittal, Smita Sabharwal, ”Conceptual Weighing Query Expansion based on User Profiles” CTNGC 2012 : Communications Technology and Its impact on Next Generation Computing, ITS Mohan Nagar Ghaziabad, Oct 2012
3. Devendra K Tayal, Smita Sabharwal, Amita Jain, Kanika Mittal ”Intelligent Query Expansion for the Queries including Numerical Terms,“ CTNGC 2012 : Communications Technology and Its impact on Next Generation Computing, ITS Mohan Nagar Ghaziabad, Oct 2012
2. Amita Jain, Kanika Mittal, Smita Sabharwal “Information Retrieval in Fuzzy Logic Framework : A Survey” 2nd International Conference on Issues & Challenges in Networking, Intelligence & Computing Technologies (ICNICT-2012), 7- 8 sep 2012 at Ghaziabad
1 1. Amita Jain, Juhi Jain “On Generating 4NF Schema Directly from the Class model”, International Conference on Innovative Technologies” Bahadurgarh, Haryana, 2009
Journal Editorial Assignments:
1.Managing Editorin International Journal of Forensic Software Engineering, Inderscience Publisher
2. Guest Editor for special issue on “Nature-Inspired Optimization Algorithms for Neuro-Fuzzy Models in Real World Control and Robotics Applications” inComputational Intelligence and Neuroscience. SCIE indexed.,Hindawi Publisher
Journal Reviewer Assignments:
ACM Transactions on Asian and Low-Resource Language Information Processing, IEEEAccess, Information SciencesElsevier,Applied Soft Computing Elsevier, Language Resources and EvaluationSpringer, World Wide Web Springer, Information Retrieval Research, IGI-Global,International journal of open source software and processes IGI-Global, International Journal of Forensic Software Engg, Inderscienceetc