International Journal of Scientific & Technology Research

Home About Us Scope Editorial Board Blog/Latest News Contact Us
10th percentile
Powered by  Scopus
Scopus coverage:
Nov 2018 to May 2020


IJSTR >> Volume 9 - Issue 3, March 2020 Edition

International Journal of Scientific & Technology Research  
International Journal of Scientific & Technology Research

Website: http://www.ijstr.org

ISSN 2277-8616

An Implementation Over Auto Career Prediction Based On Users Behaviour Analysis Attributes

[Full Text]



Ruchi Jain, Dr. Vikash Kumar Singh



Sustainable Employability, Sustainable development, Economic, Ecological, job provider, logical attributes, Entrepreneurship, Leading attributes.



Student behavior makes an important role in its career. Many attributes gives the indication of users interest towards particular stream as well as self-employed startup orientation. As students are going through their academics and pursuing their interested courses, it is very important for them to assess their capabilities and identify their interests so that they will get to know in which career area their interests and capabilities are going to put them in. This will help them in improving their performance and motivating their interests so that they will be directed towards their targeted career and get settled in that [20]. Also recruiters while recruiting the candidates after assessing them in all different aspects, these kind of career recommender systems help them in deciding in which job role the candidate should be kept in based on his/her performance and other evaluations. Career indecision is a difficult obstacle confronting adolescents. Traditional vocational assessment research measures it by means of questionnaires and diagnoses the potential sources of career indecision. Based on the diagnostic outcomes, career counselors develop treatment plans tailored to students. However, because of personal motives and the architecture of the mind, it may be difficult for students to know themselves, and the outcome of questionnaires may not fully reflect their inner states and statuses.



[1] Steffen Altmann, Armin Falk, Simon Jäger, Florian Zimmermann, “Learning about job search: A field experiment with job seekers in Germany”,2018 Published by Elsevier B.V. 2018.
[2] Ana Beatriz Lopes de Sousa Jabbour • Charbel Jose ChiappettaJabbour, MoacirGodinhoFilho • David Roubaud, Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations © Springer Science Business Media, LLC, part of Springer Nature 2018.
[3] Enrico Marchi ,Woodam Chung , RienVisser , Dalia Abbas , Tomas Nordfjell , Piotr S. Mederski , Andrew McEwan , Michal Brink, Andrea Laschi, Sustainable Forest Operations (SFO): A new paradigm in a changing world and climate, © 2018 Elsevier B.V. All rights reserved.
[4] Federica Ciccullo, MargheritaPero, Maria Caridi, Jonathan Gosling, Laura Purvis, Integrating theEnvironmental and social sustainability pillars into the lean and agile supply chain management paradigms: A literature review and future research directions, Journal of Cleaner Production (2017), doi: 10.1016/j.jclepro.2017.11.176.
[5] Joseph Sarkis&Qingyun Zhu, Environmental sustainability and production: taking the road less travelled, International Journal of Production Research, 2017 https://doi.org/10.1080/00207543.2017.1365182.
[6] Sandra Cuentas1 & Rita Peñabaena-Niebles1 & Ethel Garcia, Support vector machine in statistical process monitoring: a methodological and analytical review /Published online: 23 November 2016 # Springer-Verlag London 2016.
[7] Chris J. Martin The sharing economy: A pathway to sustainability or a nightmarish form of neoliberal capitalism, Elsevier B.V. 2016.
[8] Martin Geissdoerfer Paulo Savaget , Nancy M.P. Bocken , Erik Jan Hultink, The Circular Economy e A new sustainability paradigm, Institute for Manufacturing, Department of Engineering, University of Cambridge, Cambridge, CB3 0FS, United Kingdom Industrial Design Engineering, Delft University of Technology, Landbergstraat 15, 2628, CE Delft, The Netherlands, Elsevier B.V. 2016.
[9] Mingming Cheng, Sharing economy: A review and agenda for future research University of Technology Sydney, UTS Business School, Ultimo, NSW, Australia,Elsevier B.V. 2016.
[10] Joshua Abel, Robert Rich, Joseph Song and Joseph Tracy, the Measurement andBehaviourOf Uncertainty: Evidence From The Ecb Survey Of Professional Forecasters Journal Of Applied Econometrics J. Appl. Econ. 31: 533–550 (2016) Published online 12 January 2015 in Wiley Online Library (wileyonlinelibrary.com) DOI: 10.1002/jae.2430.
[11] Vivian Lai, Kyong Jin Shim, Richard J. Oentaryo, Philips K. Prasetyo, Casey Vu Ee-Peng Lim, David Lo,”CareerMapper: An Automated Resume Evaluation Tool ”,2016 IEEE International Conference on Big Data (Big Data).
[12] Janhavi,Ashima Singh, “Efficient Regression Test Selection and Recommendation Approach for Component Based Software ”, 978-1-4799-3080-7/14/$31.00 c 2014 IEEE.
[13] MohdMahmoodAli,Dr. Lakshmi Rajamani,”Automation of decision making process for selection of talented manpower considering risk factor: A Data Mining Approach”,978-1-4673-1090-1/12/$31.00 ©2012 IEEE.
[14] L. A. Overbey, G. McKoy, J. Gordon, and S. McKitrick, “Automated sensing and social network analysis in virtual worlds,” in Proc. IEEE Int. Conf. Intell. Secur. Inform. (ISI), Vancouver, BC, Canada, May 2010, pp. 179–184.
[15] Thomas Hofmann,”Unsupervised Learning by Probabilistic Latent Semantic Analysis”, Springer Machine Learning, January 2001, Volume 42, Issue 1–2, pp 177–196.
[16] Mehdi Namdari* ,HooshangJazayeri-Rad, Seyed-JalaladdinHashemi,”Process Fault Diagnosis Using Support Vector Machines with a Genetic Algorithm based Parameter Tuning”,Journal of Automation and Control, 2014, Vol. 2, No. 1, 1-7.
[17] Assem Abdel HamedMousa," Ubiquitous/Pervasive Computing", INTERNATIONAL JOURNAL OF INNOVATIVE RESEARCH & DEVELOPMENT, ISSN: 2278 – 0211 (Online), Vol 2 Issue 10.
[18] Ahmadov, Y., &Helo, P. (2016). A cloud based job sequencing with sequence-dependent setup for sheet metalmanufacturing. Annals of Operations Research, 1–20. https://doi.org/10.1007/s10479-016-2304-3.
[19] Akter, S., &Wamba, S. F. (2017). Big data and disaster management: A systematic review and agenda forfutureresearch.Annals of Operations Research. https://doi.org/10.1007/s10479-017-2584-2.
[20] Bauer, H., Baur, C., Mohr, D., Tschiesner, A., Weskamp, T., Alicke, K., & Wee, D. (2016). Industry 4.0 afterthe initial hype–Where manufacturers are finding value and how they can best capture it. McKinsey.
[21] Digital, available in https://www.mckinsey.de/files/mckinsey_industry_40_2016.pdf Accessed August2017.
[22] Bocken, N.M., Olivetti, E. A., Cullen, J. M., Potting, J., &Lifset, R. (2017). Taking the circularity to the nextlevel: A special issue on the circular economy. Journal of Industrial Ecology, 21(3), 476–482.
[23] Despeisse, M., Baumers, M., Brown, P., Charnley, F., Ford, S. J., Garmulewicz, A., et al. (2017). Unlockingvalue for a circular economy through 3D printing: A research agenda. Technological Forecasting andSocial Change, 115, 75–84.
[24] de Man, J. C., &Strandhagen, J. O. (2017). “An Industry 4.0 research agenda for sustainable business models”. Procedia CIRP, 63, 721–726.
[25] DiMaggio, P., & Powell, W. W. (1983). The iron cage revisited: Collective rationality and institutional isomorphismin organizational fields. American Sociological Review, 48(2), 147–160.
[26] Du, S., Tang, W., Zhao, J., &Nie, T. (2016). Sell to whom? Firm’s green production in competition facingmarket segmentation. Annals of Operations Research, 1–30. https://doi.org/10.1007/s10479-016-2291-
[27] Elia, V., Gnoni, M. G., &Tornese, F. (2017). Measuring circular economy strategies through index methods: A critical analysis. Journal of Cleaner Production, 142, 2741–2751.
[28] Agarwala R., "INDIA 2050- A Roadmap to Sustainable Prosperity", SAGE Publications India Pvt. Ltd., 2014.
[29] http://planningcommission.gov.in/reports/genrep/bkpap2020/32_bg2020.pdf [34] http://www.yourarticlelibrary.com/essay/unemployment-essay/causes-and-social-factors-of-unemployment-in-india/43903www.seas.upenn.edu/~bhusnur4/cit596_spring2014/PNP.pptx
[30] https://www.tutorialspoint.com/design_and_analysis_of_algorithms/design_and_analysis _of_algorithms_p_np_class.htm