Identifying or authenticating a computer user are necessary steps to keep systems secure on the network and to prevent fraudulent users from accessing accounts. Keystroke dynamics authentication can be used as an additional authentication method. Keystroke dynamics involves in-depth analysis of how you type on the keyboard, analysis of how long a key is pressed or the time between two consecutive keys. This field has seen a continuous growth in scientific research. In the last five years alone, about 10,000 scientific researches in this field have been published. One of the main problems facing researchers is the small number of public data sets that include how users type on the keyboard. This paper aims to provide researchers with a data set that includes how to type free text on the keyboard by 80 users. The data were collected in a single session via a web platform. The dataset contains 410,633 key-events collected in a total time interval of almost 24 hours. In similar research, most datasets are with texts written by users in English. The language in which the users wrote for this research is Romanian. This paper also provides an extensive analysis of the data set collected and presents relevant information for the analysis of the data set in future research.
MOOC (Massive Online Open Courses) brings new approaches in the pedagogical field and in information technologies because the education parameters have different dimensions compared with the time MOOC started developing aspects in traditional education system. 2013 was declared the MOOC year so, considering these aspects, one of the conclusions of this article is that 2014 can largely be declared also a MOOC year with a large number of new students involved in the on-line courses and new platforms of MOOC with fast growth. Given these new parameters of MOOC's approach, new systems and algorithms that facilitate work with massive number of students and new methods of measuring knowledge will be required. This article presents a statistic on recent development in MOOC and shows the main trends that promote this field. According to the statistical data presented in the article, I made a medium-term prediction of the evolution of MOOC. In addition, I treated in comparison the most important platforms in this field considering the aspects in evolution and innovation. Also some subjects that I considered interesting and treated in this article, are the main advantages of each platform what will determine the increase in the number of students and especially the number of active students. The article presents also in a short way the present development of MOOC in Romania and future plans of important actors in education. Is 2014 a year with a new collaborative MOOC platform or a year with new competing platforms? The answer to this question will determine the path of MOOC development.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.
customersupport@researchsolutions.com
10624 S. Eastern Ave., Ste. A-614
Henderson, NV 89052, USA
This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
Copyright © 2024 scite LLC. All rights reserved.
Made with 💙 for researchers
Part of the Research Solutions Family.