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Improving Situational Awareness for Precursory Data Classification using Attribute Rough Set Reduction Approach
2013
International Journal of Information Technology and Computer Science
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This paper proposes a framework for extracting, classifying, analyzing, and presenting semi-structured catalog data sources through feature representation and selection. ...
We have designed using a relational database for running a geophysical modeling application after connecting database record of all clusters of foreshock events from (1998-2010) for a complete catalog ...
The need for an real time dynamic resource description framework is needed to implement our classification tree. ...
doi:10.5815/ijitcs.2013.12.06
fatcat:2xncin5swbbh3auteqn7dmji4a
Exploring the Potential of Twitter to Understand Traffic Events and Their Locations in Greater Mumbai, India
2019
IEEE transactions on intelligent transportation systems (Print)
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However, such tweets are informal and noisy and containing vernacular geographical information making the location retrieval task challenging. ...
While extracting location information, a hybrid georeferencing model consists of a supervised learning algorithm and a number of spatial rules outperforms other models. ...
ACKNOWLEDGMENT The authors would like to thank the reviewers for their insightful comments, which improved the clarity of the article. ...
doi:10.1109/tits.2019.2950782
fatcat:3qv44yed3badhjsfbqtylssijm
Social networking data analysis tools & challenges
2018
Future generations computer systems
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In response to this chaotic emerging science of social data, this paper provides a sophisticated classification of state-of the-art frameworks considering the diversity of practices, methods and techniques ...
The unfolding of every event, breaking new or trend flows in real time inside OSN triggering a surge of opinionated networked content. ...
Deep learning methods learn sentiment representations from a large corpus of labeled and unlabeled text for sentiment analysis of short texts. ...
doi:10.1016/j.future.2016.10.019
fatcat:cqlp423pv5heplujb63qo7c6yq
Beyond Social Media Analytics: Understanding Human Behaviour and Deep Emotion using Self Structuring Incremental Machine Learning
[article]
2020
arXiv
pre-print
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Secondly for the slow-paced social data, a suite of new machine learning and natural language processing techniques were developed to automatically capture self-disclosed information of the individuals ...
Identified events were validated against contemporary events reported in news. ...
Banerjee et al. (2007) and Hu et al. (2009) (Miller, 1995) ontology to enrich short text with paraphrases. ...
arXiv:2009.09078v1
fatcat:izo3eyjc4vdo3jnttt7omvsv5q
A Multi-Lingually Applicable Journalist Toolset For The Big-Data Era
2016
Zenodo
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Acknowledgments This work was supported by REVEAL 5 project, which has received funding by the European Unions 7th Framework Program for research, technology development and demonstration under the Grant ...
Acknowledgements The research leading to these results has received funding from the European Union -Seventh Framework Programme (FP7/2007-2013) under grant agreement 610916: SENSEI. ...
Political commentaries published on a daily basis consists of short texts not exceeding 400 words each. ...
doi:10.5281/zenodo.1242850
fatcat:nfkqg7jhjffdvgezdjzc6xxppa
Physicians' Progress Notes
[chapter]
2013
ECSCW 2013: Proceedings of the 13th European Conference on Computer Supported Cooperative Work, 21-25 September 2013, Paphos, Cyprus
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The title of this paper comes from comments made by an 'angry' ethnographer during a debriefing session. ...
Finally, we acknowledge the student volunteers who provided support throughout the event; and we thank the sponsors and those who offered their support to the conference. Abstract. ...
Thanks to Tom Rodden for valuable comments on an earlier draft of this paper, and to Mike Fraser, Peter Tolmie, James Norris, and Holger Schnädelbach for useful feedback on this work. ...
doi:10.1007/978-1-4471-5346-7_7
dblp:conf/ecscw/BanslerHMSS13
fatcat:nnouibkakjalzkuugdozzgc5ii
Enhancing grammatical structures in web-based texts
[chapter]
2017
CALL in a climate of change: adapting to turbulent global conditions – short papers from EUROCALL 2017
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Acknowledgements We would like to thank Dr Zöe Handely for her feedback and the students for their participation. ...
Acknowledgements We thank the Walloon Region (Projects BEWARE 1510637 and 1610378) for support, and Altissia International for collaboration. ...
The scanned images of the short texts include metadata that contain digital text data corresponding to the hand-written text. ...
doi:10.14705/rpnet.2017.eurocall2017.738
fatcat:oofyj56lfbhqjgnsinoj2rkxui
The Information Society, a Challenge for Business Students?
[chapter]
2015
Communications in Computer and Information Science
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We would like to thank our authors, reviewers, and Program Committee for their contributions and the University of Maribor, Slovenia, for hosting the conference. ...
The authors would like to acknowledge the support received from projects Conacyt-168543 and Plan Nacional I+D+I del MCIN, Reference EDU2011-20328 during the preparation of this article. ...
The greatest deviations in fail success criteria were at the following success criteria: • 1.1.1 Non-text Content (img element missing alt attribute, when using images, specify a short text alternative ...
doi:10.1007/978-3-319-22629-3_14
fatcat:nd3afvjdrzgxxiuwx7zwsfnhwm
Automatic text filtering using limited supervision learning for epidemic intelligence
[article]
2019
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In Chapter 3, we explored the extent to which semi-supervised learning (SSL) could be used to filter disease reporting mentions for the short text of sentences. ...
Comparison with the State-of-the-Art Short Text Classification Finally, we compare the performance of the xLabel approach to reported results for the similar sentence-level classification tasks [Zha08 ...
doi:10.15488/8373
fatcat:pdvqp2twb5datcwaoye643uikq
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases
[article]
2021
arXiv
pre-print
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To support the long-term life-cycle and the quality assurance of machine knowledge, the article presents methods for constructing open schemas and for knowledge curation. ...
This article surveys fundamental concepts and practical methods for creating and curating large knowledge bases. ...
We are most grateful for the thoughtful and extremely helpful comments by Soumen Chakrabarti, AnHai Doan and two other (anonymous) reviewers. ...
arXiv:2009.11564v2
fatcat:vh2lqfmhhbcwpf6dcsej3hhvgy
ECTMIH2021 Supplement
2021
Tropical medicine & international health
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CONCLUSION Migration put logistical constrains on limited resources, including capacity for medical support. ...
I recorded information about the health effects of the emergency situation and recorded vital parameters during the days following the reopening of a clinic. ...
events after immunsation. ...
doi:10.1111/tmi.13632
pmid:34569123
fatcat:fpjupzjtuvd7jgesxxwqjr6zcy
Penilaian Kualiti Laporan EIA Dalam Aspek Kajian Hakisan Tanah
[article]
2020
Figshare
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The scale of measurement 0 to 5 has been used to rating score quality for each item. 35 samples of EIA report for housing projects from the year 2012 to 2016 were evaluated. ...
The quality report is defined as a measure of adequacy and completeness the necessary information in the impact assessment. ...
Generally, there are differences in alpha activities for each short text when a participant read all three of the short texts. ...
doi:10.6084/m9.figshare.12095736
fatcat:fzsit3wyqjc3fni4no4zzopz5e
Visual analytics of social media for situation awareness
[article]
2015
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This change also offers completely new possibilities for domains that rely on good situation awareness, such as disaster management, emergency response, disease control, and several forms of command and ...
Analysts can find eyewitness videos of ongoing critical events in Youtube, they can observe the movement and communication behavior of Facebook users during evacuation measures, and they are enabled to ...
To this end, it was shown in Chapter 5 how interactive exploration of past and recent situations can inform the creation of supervised filters for ongoing and future events. ...
doi:10.18419/opus-3540
fatcat:z2nik4qydnbofid4jh5wp4xbgu
A Topic is Not a Theme: Towards a Contextualised Approach to Topic Modelling
2022
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However, the application of topic modelling for social media analysis has cast doubt on the validity, usability, and direction of research on topic modelling. ...
We also thank Henry Linger for providing feedback on earlier drafts. ...
I would also like to acknowledge and thank Dr Megan Seen, who provided technical editing and expert feedback for this thesis. The authors declare no conflicts or competing interests. ...
doi:10.26180/20280312
fatcat:uib2xvkuxnfcngei352y56kvme
European handbook of crowdsourced geographic information
2016
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For more information, see: Lemmens, R, Falquet, G, Métral, C 2016 Towards Linked Data and ontology development for the semantic enrichment of volunteered geo-information. ...
Besides harvesting tools and storage of these data, research has paid remarkable attention to these information resources, in an age when information and participation is one of the most important drivers ...
Acknowledgments This research took place during a two week Short Term Scientific Mission (STSM), funded by COST TD1202 ENERTGIC Action, in IGN with the help of Dr Bénédicte Bucher. ...
doi:10.5167/uzh-127272
fatcat:lhb66eztvzfunjfszgwhrr6bda
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