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Shaping-Up Multimedia Analytics: Needs and Expectations of Media Professionals [chapter]

Guillaume Gravier, Martin Ragot, Laurent Amsaleg, Rémi Bois, Grégoire Jadi, Éric Jamet, Laura Monceaux, Pascale Sébillot
2016 Lecture Notes in Computer Science  
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

Winfried Schulz
2004 European Journal of Communication  
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

Rebecca Ferguson, Simon Buckingham Shum
2012 Proceedings of the 2nd International Conference on Learning Analytics and Knowledge - LAK '12  
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

Azizi Alias, Kamisah Osman
2021 MIER journal of educational studies, trends and practices  
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

Marcel Worring, Dennis Koelma, Jan Zahalka
2016 IEEE transactions on multimedia  
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

Yingcai Wu, Nan Cao, David Gotz, Yap-Peng Tan, Daniel A. Keim
2016 IEEE transactions on multimedia  
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

Daniel A. Keim, Milos Krstajic, Christian Rohrdantz, Tobias Schreck
2013 Computer  
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

Chen, Chiang, Storey
2012 MIS Quarterly  
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

Indira Lanza-Cruz, Rafael Berlanga, María Aramburu
2018 Informatics  
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

Vivien Rolfe
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]

Yi Yu, Roger Zimmermann, Suhua Tang
2015 Multimedia Data Mining and Analytics  
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

Han Hu, Yonggang Wen, Tat-Seng Chua, Xuelong Li
2014 IEEE Access  
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

Qinglan Yu, Y.Q. Liu, H.J. Li, R.Z. Chen, M. Tian
2015 SHS Web of Conferences  
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

Sevinç Kurt
2009 Procedia - Social and Behavioral Sciences  
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

Simon Knight, Simon Buckingham Shum, Karen Littleton
2013 Proceedings of the Third International Conference on Learning Analytics and Knowledge - LAK '13  
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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