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Shaping-Up Multimedia Analytics: Needs and Expectations of Media Professionals
[chapter]
2016
Lecture Notes in Computer Science
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This analysis helps (i) determining research directions for the technology underpinning the very recent field of (multi)media analytics and (ii) understanding how multimedia analytics should be defined ...
This paper is intended to help clarifying what multimedia analytics encompasses by studying users expectations. ...
Targeted users should also be actively involved in the process of shaping-up multimedia analytics. In the near future, efforts should be made to put all these actors together. ...
doi:10.1007/978-3-319-27674-8_27
fatcat:zollhwl7ifgjrnsbrwcvwnordy
Reconstructing Mediatization as an Analytical Concept
2004
European Journal of Communication
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The article looks at the analytical functions of mediatization and, finally, discusses three possible answers to the question whether the advent of new media might bring an end to mediatization. ...
A basic assumption of mediatization is that the technological, semiotic and economic characteristics of mass media result in problematic dependencies, constraints and exaggerations. ...
retrieval of messages according to individual needs and interests ('consultation pattern'). ...
doi:10.1177/0267323104040696
fatcat:kfoqn35h2renvbfvf3tguzlwpa
Social learning analytics
2012
Proceedings of the 2nd International Conference on Learning Analytics and Knowledge - LAK '12
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We consider some of the concerns that learning analytics provoke, and suggest that Social Learning Analytics may provide ways forward. ...
This sets the scene for a third challenge, that of implementing analytics that have pedagogical and ethical integrity in a context where power and control over data are now of primary importance. ...
from researchers and practitioners who have found these ideas valuable in their own work. ...
doi:10.1145/2330601.2330616
dblp:conf/lak/FergusonS12
fatcat:lk6gaeuohnd33hyayajnaedux4
Alternative Assessment: Analytical Rubric in Assessing Multimedia Communication Skills in 21st Century Landscape
2021
MIER journal of educational studies, trends and practices
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The research was conducted by taking into account the advice of 11 experts in science education and five science teachers as assessors to evaluate the reliability of analytical rubric for multimedia communication ...
The study found that the rubric has a high validity of 82.0% and high absolute agreement for multimedia communication rubric (ICC = 0.90). ...
Hence, 21st century skills, particularly in terms of technical and analytical abilities to acquire information and interpreting analytical skills can be developed through multimedia communication. ...
doi:10.52634/mier/2014/v4/i1/1484
fatcat:mkeuwy45tbgj5ae3oe6ixqcw24
Multimedia Pivot Tables for Multimedia Analytics on Image Collections
2016
IEEE transactions on multimedia
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The results show that analysts are indeed capable of deriving structural and conclusive insights using the proposed multimedia analytics solution. ...
We propose a multimedia analytics solution for getting insight in image collections by extending the powerful analytic capabilities of pivot tables, found in the ubiquitous spreadsheets, to multimedia. ...
In particular Olivier Ponti, Masoud Mazloom, Stevan Rudinac, and Bob Rietveld. ...
doi:10.1109/tmm.2016.2614380
fatcat:wg4xnuhp2jgu7p7kwghss2j25e
A Survey on Visual Analytics of Social Media Data
2016
IEEE transactions on multimedia
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Many visual analytics methods have been proposed across disciplines to understand large-scale structured and unstructured social media data. ...
However, the exponential growth in the volume, velocity, and variability of social media data prevents people from fully utilizing such data. ...
Visual analytics is an emerging research direction for data exploration and analysis. It has been successfully used to understand multimedia data on social media. ...
doi:10.1109/tmm.2016.2614220
fatcat:o4nc5eutpfhrplo4joa45dxbnq
Real-Time Visual Analytics for Text Streams
2013
Computer
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Relational database systems often do not scale well to streaming data because of their need to handle both high-bandwidth data insertions and expensive analytical queries. ...
RESEARCH CHALLENGES Our work and our survey of existing research efforts revealed the need for additional research in all three components of a typical visual analytics system: data management, data analysis ...
doi:10.1109/mc.2013.152
fatcat:zzstaw2duzaehguwfw2xjidsu4
Business Intelligence and Analytics: From Big Data to Big Impact
2012
MIS Quarterly
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Business intelligence and analytics (BI&A) has emerged as an important area of study for both practitioners and researchers, reflecting the magnitude and impact of data-related problems to be solved in ...
BI&A 1.0, BI&A 2.0, and BI&A 3.0 are defined and described in terms of their key characteristics and capabilities. ...
high expectations of scholarly quality. ...
doi:10.2307/41703503
fatcat:34ytea7vvrfuvdqyfmdyhhxoi4
Modeling Analytical Streams for Social Business Intelligence
2018
Informatics
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Contrary to traditional Business Intelligence (BI), SBI has to face the high dynamicity of both the social network's contents and the company's analytical requests, as well as the enormous amount of noisy ...
Effective exploitation of these continuous sources of data requires efficient processing of the streamed data to be semantically shaped into insightful facts. ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/informatics5030033
fatcat:g6p5evh4vvfpveje5rkxa7wwvy
SCORE: Virtual Analytical Laboratory Final Report
2020
figshare.com
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Relevant to online learning / remote learning and digital learning. ...
Final project report from SCORE funding (2011-2012) on the use of open educational resources (OER) for bioscience teaching in higher education. ...
The evaluation strategy was embedded throughout the project and formative feedback from online surveys, student observations and the analytical data was used to shape some of the project decisions. ...
doi:10.6084/m9.figshare.12999797.v1
fatcat:l7rqrhv3tzc3vmoypi7awd4btm
Social Interactions over Location-Aware Multimedia Systems
[chapter]
2015
Multimedia Data Mining and Analytics
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Such locationaware multimedia data contains rich context of users and has two implications: individual user interest and geographic-social behaviors. ...
In this chapter, we first introduce some examples of location-aware multimedia data and social interaction data. ...
Acknowledgements The work presented was in part supported by the Singapore National Research Foundation under its International Research Centre @ Singapore Funding Initiative and administered by the IDM ...
doi:10.1007/978-3-319-14998-1_5
fatcat:rukthanbmvckdfaeuaki4yqd4q
Toward Scalable Systems for Big Data Analytics: A Technology Tutorial
2014
IEEE Access
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Recent technological advancements have led to a deluge of data from distinctive domains (e.g., health care and scientific sensors, user-generated data, Internet and financial companies, and supply chain ...
Almost every research topic on structured data analytics, text analytics, and multimedia analytics can be translated to social media analytics. ...
Social media analytics refers to text analytics and multimedia analytics in the context of the social network, specifically, the social and network structure characteristics. ...
doi:10.1109/access.2014.2332453
fatcat:6unxlocbmnhs7mfctlvphdyqtu
Learning Analytics: The next frontier for computer assisted language learning in big data age
2015
SHS Web of Conferences
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It starts with an introduction and application of learning analytics in other fields, followed by a retrospective review of historical interaction between learning and media in CALL, and a penetrating ...
This article attempts to examine the application of learning analytics in the upcoming big data age. ...
And now we are in the stage of new media, that is, multimedia and hyper-media, like computers, smart-phones, PDAs, tablets and all other portable devices. ...
doi:10.1051/shsconf/20151702013
fatcat:aubwi767tbhvlivonu6ueary5q
An analytic study on the traditional studio environments and the use of the constructivist studio in the architectural design education
2009
Procedia - Social and Behavioral Sciences
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The architect should be equipped with knowledge of many branches of study and varied kinds of learning. This knowledge is mainly constructed by means of practice and theory (Vitrivius, 1914). ...
Traditionally it has involved a relatively small group of students under the direction of a studio master, and an instructor. ...
or lighting expectations, and etc. ...
doi:10.1016/j.sbspro.2009.01.072
fatcat:xrqiq76r4zdylnsxyywusxnvoa
Epistemology, pedagogy, assessment and learning analytics
2013
Proceedings of the Third International Conference on Learning Analytics and Knowledge - LAK '13
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Learning Analytics is an emerging research field and design discipline which occupies the 'middle space' between the learning sciences/educational research, and the use of computational techniques to capture ...
) of new technologies, including analytics. ...
Acknowledgements: We are grateful to Cindy Kerawalla and 3 anonymous reviewers for helpful comments on an earlier version of this paper presented at the LAK13 conference, and to Dan Suthers and the LAK13 ...
doi:10.1145/2460296.2460312
dblp:conf/lak/KnightSL13
fatcat:sfqbgk7bijawldlbymqx5xqlnm
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