98,558 research outputs found
From media crossing to media mining
This paper reviews how the concept of Media Crossing has contributed to the advancement of the application domain of information access and explores directions for a future research agenda. These will include themes that could help to broaden the scope and to incorporate the concept of medium-crossing in a more general approach that not only uses combinations of medium-specific processing, but that also exploits more abstract medium-independent representations, partly based on the foundational work on statistical language models for information retrieval. Three examples of successful applications of media crossing will be presented, with a focus on the aspects that could be considered a first step towards a generalized form of media mining
Recommended from our members
INJECT: Algorithms to Discover Creative Angles on News
INJECT is a new digitaltool tosupport journalists to think more creativelywhendiscoveringnewangles on stories under devel-opment. It deliversinteractiveand intelligentsupport embeddedin the text editorsthat journalists work with regularly. This support is generated bycombiningcomplex creative searchesofmillionsof related news storiespublished in multiplelanguageswith entityextraction algorithms and interactive creative guidance tailored to news. This paper reportsthetoolâsarchitecture, some itsalgo-rithms, and the design decisions made to delivera reliable and us-able tool for journalistsin different newsroomsand work contexts
Recommended from our members
Librarians use of Web 2.0 in UK Medical Schools: Outcomes of a national survey
Using the results of an Email survey, this paper reviews the use of Web 2.0 technologies by librarians working in UK Medical Schools. Web 2.0 has been hailed as an innovation for facilitation of two way communication on the net, and it is, therefore, timely to measure how effectively librarians are capturing this opportunity for increased student engagement. The social nature of Web 2.0 can be particularly appropriate for undergraduate medical students who fit their studies around the unsocial hours and geographical isolation of clinical placements. This paper will investigate library use of blogs, Facebook, and Twitter. Consideration will also be given as to whether they facilitate a more collabroative library service or if they leave undergraduate medical students swamped with yet more information to manage
Automated speech and audio analysis for semantic access to multimedia
The deployment and integration of audio processing tools can enhance the semantic annotation of multimedia content, and as a consequence, improve the effectiveness of conceptual access tools. This paper overviews the various ways in which automatic speech and audio analysis can contribute to increased granularity of automatically extracted metadata. A number of techniques will be presented, including the alignment of speech and text resources, large vocabulary speech recognition, key word spotting and speaker classification. The applicability of techniques will be discussed from a media crossing perspective. The added value of the techniques and their potential contribution to the content value chain will be illustrated by the description of two (complementary) demonstrators for browsing broadcast news archives
TRECVID: evaluating the effectiveness of information retrieval tasks on digital video
TRECVID is an annual exercise which encourages research in information retrieval from digital video by providing a large video test collection, uniform scoring procedures, and a forum for organizations interested in comparing their results. TRECVID benchmarking covers both interactive and manual searching by end users, as well as the benchmarking of some supporting technologies including shot boundary detection, extraction of some semantic features, and the automatic segmentation of TV news broadcasts into non-overlapping news stories. TRECVID has a broad range of over 40 participating groups from across the world and as it is now (2004) in its 4th annual cycle it is opportune to stand back and look at the lessons we have learned from the cumulative activity. In this paper we shall present a brief and high-level overview of the TRECVID activity covering the data, the benchmarked tasks, the overall results obtained by groups to date and an overview of the approaches taken by selective groups in some tasks. While progress from one year to the next cannot be measured directly because of the changing nature of the video data we have been using, we shall present a summary of the lessons we have learned from TRECVID and include some pointers on what we feel are the most important of these lessons
COVID-19 publications: Database coverage, citations, readers, tweets, news, Facebook walls, Reddit posts
© 2020 The Authors. Published by MIT Press. This is an open access article available under a Creative Commons licence.
The published version can be accessed at the following link on the publisherâs website: https://doi.org/10.1162/qss_a_00066The COVID-19 pandemic requires a fast response from researchers to help address biological,
medical and public health issues to minimize its impact. In this rapidly evolving context,
scholars, professionals and the public may need to quickly identify important new studies. In
response, this paper assesses the coverage of scholarly databases and impact indicators
during 21 March to 18 April 2020. The rapidly increasing volume of research, is particularly
accessible through Dimensions, and less through Scopus, the Web of Science, and PubMed.
Google Scholarâs results included many false matches. A few COVID-19 papers from the
21,395 in Dimensions were already highly cited, with substantial news and social media
attention. For this topic, in contrast to previous studies, there seems to be a high degree of
convergence between articles shared in the social web and citation counts, at least in the
short term. In particular, articles that are extensively tweeted on the day first indexed are
likely to be highly read and relatively highly cited three weeks later. Researchers needing wide
scope literature searches (rather than health focused PubMed or medRxiv searches) should
start with Dimensions (or Google Scholar) and can use tweet and Mendeley reader counts as
indicators of likely importance
Friends of Musselman Library Newsletter Fall 2016
From the Dean (Robin Wagner)
Library Exhibits
GettDigital: Sports Reels
Research Reflections: The Gettysburg Superstar (Devin McKinney)
Remembering 9/12
Will Power: 400 Years After the Bard
Treasure Island (Robin Wagner)
Margin of Error
A Call to Activism in the Summer of \u2765 (Richard Hutch \u2767)
Digital Scholarship: The New Frontier (Julia Wall \u2719, Lauren White \u2718, Keira Koch \u2719)
Scrapbooks and Photo Albums: Snapshots of History (Clara A. Baker \u2730)
Soldiers\u27 Scrapbooks (Laura Bergin \u2717)
A Book of Dreams (Alexa Schreier)
Who Do You Think You Are? (Timothy Shannon)
From Professor-Student to Collaborators (Jesse Siegel \u2716)
The Mysterious Easel Monument (William Tuceling \u2770)
Gifts to Special Collections and College Archive
Friends of Musselman Library Newsletter Spring 2019
From the Dean (Robin Wagner)
Library News Don\u27t Judge a book by its Cover: The Human Library You Can Come Home Again! Exhibits Recalling WWII at Home (Devin McKinney and Micheal Birkner) Library Works to Alleviate Textbook Misery (Janelle Wertzberger) Books Sent to African Library (Piper O\u27Keefe \u2717) Musselman Makeover
Paying it Forward (Sierra Green \u2711 and Olivia Simmet \u2718)
Student Paper Tops 1800 Downloads (Dayna Seeger \u2715)
Buy the Book
What\u27s so Funny (Sunni DeNicola)
Book Displays Offer Outreach Opportunities (Sunni DeNicola)
Honor With Books
Data Drives Collecting Decisions
Rare Discovery: Signed 1st Edition by Adam Smith
Pressed Within - Discovering Unusual Bookmarks
Unusual Book Formats
Alumna Funds Novels with Diversity Themes (Sarah Blumig \u2710)
I Couldn\u27t Let Them Go (Robin Wagner)
Aldus Printing Device (Mary Wootton)
$25,000 Book Conservation Gift (Rev. Vic Myers)
Focus on Philanthropy: Elizabeth Headley Paul
Special Additions (John Kuhs, Jr.)
The Artistry of Endpapers (Michael Hobor \u2769
- âŠ