Automating the Indexing Procedure

1972 ◽  
Vol 2 (3) ◽  
pp. 205-209
Author(s):  
Herbert R. Mosley

Recent approaches to computerized index preparation have failed to accommodate the flexible nature of index entries and could only be run on large-scale dp systems. A free-form approach is described which allows the author to be as creative in his indexing as he is in his writing. Tailoring the procedure to the facilities of the dp department enables the index to be prepared on a computer system of almost any size.

Author(s):  
Lianli Gao ◽  
Pengpeng Zeng ◽  
Jingkuan Song ◽  
Yuan-Fang Li ◽  
Wu Liu ◽  
...  

To date, visual question answering (VQA) (i.e., image QA and video QA) is still a holy grail in vision and language understanding, especially for video QA. Compared with image QA that focuses primarily on understanding the associations between image region-level details and corresponding questions, video QA requires a model to jointly reason across both spatial and long-range temporal structures of a video as well as text to provide an accurate answer. In this paper, we specifically tackle the problem of video QA by proposing a Structured Two-stream Attention network, namely STA, to answer a free-form or open-ended natural language question about the content of a given video. First, we infer rich longrange temporal structures in videos using our structured segment component and encode text features. Then, our structured two-stream attention component simultaneously localizes important visual instance, reduces the influence of background video and focuses on the relevant text. Finally, the structured two-stream fusion component incorporates different segments of query and video aware context representation and infers the answers. Experiments on the large-scale video QA dataset TGIF-QA show that our proposed method significantly surpasses the best counterpart (i.e., with one representation for the video input) by 13.0%, 13.5%, 11.0% and 0.3 for Action, Trans., TrameQA and Count tasks. It also outperforms the best competitor (i.e., with two representations) on the Action, Trans., TrameQA tasks by 4.1%, 4.7%, and 5.1%.


2021 ◽  
Author(s):  
David Crookall ◽  
Isabel Caballero-Leiva ◽  
Laksh Sharma ◽  
Pimnutcha Promduangsri ◽  
Pariphat Promduangsri

<p>Modern, educational simulation/games (s/g) have a rich legacy, stretching back to the 1960s.  They are used today for communicating science in educational, environmental or governmental organizations.  Other uses are to help groups and organizations conduct research, solve complex problems or make collective decisions.</p><p>Over the last two decades, a particularly powerful, but underused, form of s/g has developed, called participatory simulation (PS).  It contains (elements of) game, simulation, role-play, experience, human interaction, decision-making, negotiation, engagement, stakeholder, etc.  It is often large scale, open ended, goal and results oriented, free form and data driven.  Of course, debriefing is a crucial component.</p><p>Last summer (2020), the International Oceans-Climate School (IOCS), of the Ocean Open University (OOP), France, planned to organize an in-person summer school with a PS as its capstone event.  We then postponed and made it an autumn school.  It then became clear that this also was impossible, and so, after some hesitation, we scrambled to turn it into an online PS (OPS).</p><p>The theme was “<em>The Mediterranean and climate change: Impacts, people, action</em>”.  Our overarching goal was to help participants understand the <strong>oceans-climate nexus</strong> and to become better <strong>ocean-climate-literate stakeholders</strong>.  The IOCS is an official event of the <strong>Intergovernmental Oceanographic Commission</strong> (IOC) of UNESCO, as part of the <strong>UN Decade of Ocean Science for Sustainable Development</strong>.</p><p>The school ran over three days, with the OPS over two days.  We searched for a platform that would accommodate the flexibility needed for the OPS; we chose Discord.  We had participants originating from Brazil, France, India, Italy, Iran, Spain, Tunisia and the UK; ages ranged from 19 to 60 years.  It was a great success.  A detailed, online feedback form two weeks after the event collected participants’ opinions, including:</p><ul><li><em>“It was a wonderful experience.”, :I felt very good with all the participants.”, “When I describe the experience to friends I always say that it was something really useful for my personal and professional growth.”, “It was a very enriching experience for me to meet all these people with different training and knowledge, coming from different countries.”, “Enriching moments, so much more to discover.”, “What a great experience! I felt happy, engaged and surrounded by beautiful minds.”</em></li> </ul><p>We will run the event again in the Spring and the late summer or autumn, with different geoscience themes.  The success of the October 2020 event raises several research questions, including:</p><ul><li>How do the online and the in-person versions compare?</li> <li>What are the advantages and drawbacks of each?</li> <li>Which is more effective for what objectives and what results?</li> <li>How do the two versions stack up in regard to conducting research on such events?</li> <li>What are the implications of OPS for geoliteracy?</li> </ul><p>Our presentation will describe the event in more detail, offer tentative answers to the above questions, and help you decide if you wish to participate in the next event.  Co-authors include both organizers and participants.</p>


2016 ◽  
Vol 87 (10) ◽  
pp. 1226-1241
Author(s):  
Vignaesh Sankaran ◽  
Steffen Rittner ◽  
Lars Hahn ◽  
Chokri Cherif

The possibility of direct preforming in the near net shape of final component structure with load- and shape-conforming fiber orientations is highly essential in composite production, not only to reduce costs but also to attain better mechanical properties and form stability. Based on the concept of varying the reinforcement yarn lengths during the feed-in (warp yarn delivery) and segmented doffing, synchronous working numerically controlled warp yarn delivery and doffing machine modules have been newly developed for multiaxial warp knitting machines to create a resource efficient textile process chain by a single-step, large-scale oriented production of load- and form-conforming warp knitted three-dimensional shell preforms with free-form geometrical surfaces. Such customized preforms in the near component net shape offer higher material utilization and increased lightweight potential.


2021 ◽  
Author(s):  
Galen Ballentine ◽  
Sam Freesun Friedman ◽  
Danilo Bzdok

Psychedelics are thought to alter states of consciousness by disrupting how the higher association cortex governs bottom-up sensory signals. Individual hallucinogenic drugs are usually studied in participants in controlled laboratory settings. Here, we have explored word usage in 6,850 free-form testimonials with 27 drugs through the prism of 40 neurotransmitter receptor subtypes, which were then mapped to 3D coordinates in the brain via their gene transcription levels from invasive tissue probes. Despite the variable subjective nature of hallucinogenic experiences, our pattern-learning approach delineated how drug-induced changes of conscious awareness (e.g., dissolving self-world boundaries or fractal distortion of visual perception) are linked to cortex-wide anatomical distributions of receptor density proxies. The dominant explanatory factor related ego-dissolution-like phenomena to a constellation of 5-HT2A, D2, KOR, and NMDA receptors, anchored especially in the brain's deep hierarchy (epitomized by the associative higher-order cortex) and shallow hierarchy (epitomized by the visual cortex). Additional factors captured psychological phenomena in which emotions (5-HT2A and Imidazoline1) were in tension with auditory (SERT, 5-HT1A) or visual (5-HT2A) sensations. Each discovered receptor-experience factor spanned between a higher-level association pole and a sensory input pole, which may relate to the previously reported collapse of hierarchical order among large-scale networks. Simultaneously considering many psychoactive molecules and thousands of natural language descriptions of drug experiences our framework finds the underlying semantic structure and maps it directly to the brain. These advances could assist in unlocking their wide-ranging potential for medical treatment.


1983 ◽  
Vol 27 (6) ◽  
pp. 437-440
Author(s):  
L. D. McMillen ◽  
A. D. Fisk

The present paper describes a systematic interviewing technique that has proven itself effective in major corporate reorganization and large scale computer system development. The paper describes the personnel required for the interviewing team and briefly presents the technique. The advantages and limitations of the interviewing are also highlighted.


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