| 45846 |
Creator |
166ff8803e7e4bc39bf57257c1241a04 |
| 45846 |
Creator |
c9aa7f2e582d191ed728ad414c5ea711 |
| 45846 |
Creator |
25b3b10b9da03c08922eae28b1249552 |
| 45846 |
Date |
2016-04-11 |
| 45846 |
Is Part Of |
repository |
| 45846 |
abstract |
Being aware of new research topics is an important asset for anybody involved in the
research environment, including researchers, academic publishers and institutional
funding bodies. In recent years, the amount of scholarly data available on the web
has increased steadily, allowing the development of several approaches for detecting
emerging research topics and assessing their trends. However, current methods focus
on the detection of topics which are already associated with a label or a substantial
number of documents. In this paper, we address instead the issue of detecting embryonic
topics, which do not possess these characteristics yet. We suggest that it is possible
to forecast the emergence of novel research topics even at such early stage and demonstrate
that the emergence of a new topic can be anticipated by analysing the dynamics of
pre-existing topics. We present an approach to evaluate such dynamics and an experiment
on a sample of 3 million research papers, which confirms our hypothesis. In particular,
we found that the pace of collaboration in sub-graphs of topics that will give rise
to novel topics is significantly higher than the one in the control group. |
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authorList |
authors |
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presentedAt |
ext-d08a2e17ce9b5430efc61daf7b88ef24 |
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status |
peerReviewed |
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uri |
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http://data.open.ac.uk/oro/document/745509 |
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http://data.open.ac.uk/oro/document/752820 |
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http://data.open.ac.uk/oro/document/752822 |
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http://data.open.ac.uk/oro/document/752823 |
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http://data.open.ac.uk/oro/document/759432 |
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http://data.open.ac.uk/oro/document/759433 |
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http://data.open.ac.uk/oro/document/759434 |
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http://data.open.ac.uk/oro/document/759435 |
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http://data.open.ac.uk/oro/document/765582 |
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http://data.open.ac.uk/oro/document/765585 |
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http://data.open.ac.uk/oro/document/786123 |
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http://data.open.ac.uk/oro/document/786124 |
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http://data.open.ac.uk/oro/document/786125 |
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http://data.open.ac.uk/oro/document/786126 |
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http://data.open.ac.uk/oro/document/789239 |
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http://data.open.ac.uk/oro/document/789240 |
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http://data.open.ac.uk/oro/document/789241 |
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http://data.open.ac.uk/oro/document/789242 |
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http://data.open.ac.uk/oro/document/795244 |
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http://data.open.ac.uk/oro/document/795245 |
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http://data.open.ac.uk/oro/document/795246 |
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http://data.open.ac.uk/oro/document/795247 |
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http://data.open.ac.uk/oro/document/799439 |
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http://data.open.ac.uk/oro/document/799440 |
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http://data.open.ac.uk/oro/document/799441 |
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http://data.open.ac.uk/oro/document/799442 |
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http://data.open.ac.uk/oro/document/806442 |
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http://data.open.ac.uk/oro/document/806443 |
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http://data.open.ac.uk/oro/document/806444 |
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http://data.open.ac.uk/oro/document/806445 |
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http://data.open.ac.uk/oro/document/809547 |
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http://data.open.ac.uk/oro/document/809548 |
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http://data.open.ac.uk/oro/document/809549 |
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http://data.open.ac.uk/oro/document/809550 |
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http://data.open.ac.uk/oro/document/815468 |
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http://data.open.ac.uk/oro/document/815469 |
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http://data.open.ac.uk/oro/document/815470 |
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http://data.open.ac.uk/oro/document/815471 |
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http://data.open.ac.uk/oro/document/819586 |
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http://data.open.ac.uk/oro/document/819587 |
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http://data.open.ac.uk/oro/document/819588 |
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http://data.open.ac.uk/oro/document/819589 |
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http://data.open.ac.uk/oro/document/826552 |
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http://data.open.ac.uk/oro/document/826553 |
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http://data.open.ac.uk/oro/document/826554 |
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http://data.open.ac.uk/oro/document/826555 |
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http://data.open.ac.uk/oro/document/835469 |
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http://data.open.ac.uk/oro/document/835470 |
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http://data.open.ac.uk/oro/document/835471 |
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http://data.open.ac.uk/oro/document/835472 |
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http://data.open.ac.uk/oro/document/839986 |
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http://data.open.ac.uk/oro/document/839987 |
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http://data.open.ac.uk/oro/document/839988 |
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http://data.open.ac.uk/oro/document/839989 |
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http://data.open.ac.uk/oro/document/847751 |
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http://data.open.ac.uk/oro/document/847753 |
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http://data.open.ac.uk/oro/document/847754 |
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http://data.open.ac.uk/oro/document/858134 |
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http://data.open.ac.uk/oro/document/858135 |
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http://data.open.ac.uk/oro/document/858136 |
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http://data.open.ac.uk/oro/document/863294 |
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http://data.open.ac.uk/oro/document/863295 |
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http://data.open.ac.uk/oro/document/870815 |
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http://data.open.ac.uk/oro/document/870816 |
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http://data.open.ac.uk/oro/document/870817 |
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http://data.open.ac.uk/oro/document/870818 |
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http://data.open.ac.uk/oro/document/876020 |
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http://data.open.ac.uk/oro/document/876021 |
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http://data.open.ac.uk/oro/document/876022 |
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http://data.open.ac.uk/oro/document/876023 |
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http://data.open.ac.uk/oro/document/880551 |
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http://data.open.ac.uk/oro/document/880552 |
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http://data.open.ac.uk/oro/document/880553 |
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http://data.open.ac.uk/oro/document/880554 |
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http://data.open.ac.uk/oro/document/887218 |
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http://data.open.ac.uk/oro/document/902006 |
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http://data.open.ac.uk/oro/document/902008 |
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http://data.open.ac.uk/oro/document/902009 |
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http://data.open.ac.uk/oro/document/905739 |
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http://data.open.ac.uk/oro/document/905740 |
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http://data.open.ac.uk/oro/document/905741 |
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http://data.open.ac.uk/oro/document/905742 |
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http://data.open.ac.uk/oro/document/914712 |
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http://data.open.ac.uk/oro/document/914713 |
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http://data.open.ac.uk/oro/document/914714 |
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http://data.open.ac.uk/oro/document/914715 |
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http://data.open.ac.uk/oro/document/925123 |
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http://data.open.ac.uk/oro/document/925124 |
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http://data.open.ac.uk/oro/document/925125 |
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http://data.open.ac.uk/oro/document/925126 |
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http://data.open.ac.uk/oro/document/930692 |
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http://data.open.ac.uk/oro/document/930693 |
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http://data.open.ac.uk/oro/document/930694 |
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http://data.open.ac.uk/oro/document/930695 |
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http://data.open.ac.uk/oro/document/934697 |
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http://data.open.ac.uk/oro/document/934698 |
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http://data.open.ac.uk/oro/document/934699 |
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http://data.open.ac.uk/oro/document/934700 |
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http://data.open.ac.uk/oro/document/946474 |
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http://data.open.ac.uk/oro/document/952225 |
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http://data.open.ac.uk/oro/document/952226 |
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http://data.open.ac.uk/oro/document/958101 |
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http://data.open.ac.uk/oro/document/958102 |
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http://data.open.ac.uk/oro/document/958103 |
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http://data.open.ac.uk/oro/document/958104 |
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http://data.open.ac.uk/oro/document/962350 |
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http://data.open.ac.uk/oro/document/962351 |
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http://data.open.ac.uk/oro/document/962352 |
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http://data.open.ac.uk/oro/document/962353 |
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http://data.open.ac.uk/oro/document/966852 |
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http://data.open.ac.uk/oro/document/966853 |
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http://data.open.ac.uk/oro/document/966854 |
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http://data.open.ac.uk/oro/document/966855 |
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http://data.open.ac.uk/oro/document/972730 |
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http://data.open.ac.uk/oro/document/972731 |
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http://data.open.ac.uk/oro/document/972732 |
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http://data.open.ac.uk/oro/document/972733 |
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http://data.open.ac.uk/oro/document/976603 |
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http://data.open.ac.uk/oro/document/976604 |
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http://data.open.ac.uk/oro/document/976605 |
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http://data.open.ac.uk/oro/document/976606 |
| 45846 |
type |
AcademicArticle |
| 45846 |
type |
Article |
| 45846 |
label |
Salatino, Angelo Antonio and Motta, Enrico (2016). Detection of Embryonic Research
Topics by Analysing Semantic Topic Networks. In: SAVE-SD 2016, 11 Apr 2016, Montreal,
Canada. |
| 45846 |
label |
Salatino, Angelo Antonio and Motta, Enrico (2016). Detection of Embryonic Research
Topics by Analysing Semantic Topic Networks. In: SAVE-SD 2016, 11 Apr 2016, Montreal,
Canada. |
| 45846 |
Title |
Detection of Embryonic Research Topics by Analysing Semantic Topic Networks |
| 45846 |
in dataset |
oro |