Please note that at the moment I am writing my dissertation which keeps me busy all the time. I do hope to come back here soon for new updates about my doctoral work.
This post aims to act like a hub for all the relevant information about my doctoral work. It will be constantly updated with new source and developments.
The ability to promptly recognise new research trends is strategic for many stakeholders, including universities, institutional funding bodies, academic publishers and companies. While the literature describes several approaches which aim to identify the emergence of new research topics early in their lifecycle, these rely on the assumption that the topic in question is already associated with a number of publications and consistently referred to by a community of researchers. Hence, detecting the emergence of a new research area at an embryonic stage, i.e., before the topic has been consistently labelled by a community of researchers and associated with a number of publications, is still an open challenge. In this paper, we begin to address this challenge by performing a study of the dynamics preceding the creation of new topics. This study indicates that the emergence of a new topic is anticipated by a significant increase in the pace of collaboration between relevant research areas, which can be seen as the ‘parents’ of the new topic. These initial findings (i) confirm our hypothesis that it is possible in principle to detect the emergence of a new topic at the embryonic stage, (ii) provide new empirical evidence supporting relevant theories in Philosophy of Science, and also (iii) suggest that new topics tend to emerge in an environment in which weakly interconnected research areas begin to cross-fertilise. (Please note this abstract come from one of my last papers.)
Relevant Papers (in chronological order)
- Angelo Antonio Salatino, Francesco Osborne, Enrico Motta AUGUR: Forecasting the Emergence of New Research Topics. In JCDL ’18: The 18th ACM/IEEE Joint Conference on Digital Libraries, June 3–7, 2018, Fort Worth, TX, USA, 2018
- Angelo Antonio Salatino, Francesco Osborne, Enrico Motta How are topics born? Understanding the research dynamics preceding the emergence of new areas. In PeerJ Computer Science, pp. e119. 2017
- Angelo Antonio Salatino, Enrico Motta Detection of Embryonic Research Topics by Analysing Semantic Topic Networks. In 2016 Workshop on “Semantics, Analytics and Visualization: Enhancing Scholarly Data” at 25th International World Wide Web Conference (WWW 2016), Montreal, Quebec (CA), Springer, 2016
- Angelo Antonio Salatino Early Detection and Forecasting of Research Trends. In Proceedings of the Doctoral Consortium at the 14th International Semantic Web Conference (ISWC 2015), pp. 49-56. 2015
On the 8th February 2017, I gave a seminar to my department in which I described my doctoral work, including hypotheses, research questions, main assumptions, approaches and some preliminary results. To replay the seminar follow this link: PLAY
[*] Please note that the title will change once I have decided the final title of my thesis.