排序方式： 共有17条查询结果，搜索用时 375 毫秒
1.
Yogesh Sankarasubramaniam Krishnan Ramanathan Subhankar Ghosh 《Information processing & management》2014
Automatic text summarization has been an active field of research for many years. Several approaches have been proposed, ranging from simple position and word-frequency methods, to learning and graph based algorithms. The advent of human-generated knowledge bases like Wikipedia offer a further possibility in text summarization – they can be used to understand the input text in terms of salient concepts from the knowledge base. In this paper, we study a novel approach that leverages Wikipedia in conjunction with graph-based ranking. Our approach is to first construct a bipartite sentence–concept graph, and then rank the input sentences using iterative updates on this graph. We consider several models for the bipartite graph, and derive convergence properties under each model. Then, we take up personalized and query-focused summarization, where the sentence ranks additionally depend on user interests and queries, respectively. Finally, we present a Wikipedia-based multi-document summarization algorithm. An important feature of the proposed algorithms is that they enable real-time incremental summarization – users can first view an initial summary, and then request additional content if interested. We evaluate the performance of our proposed summarizer using the ROUGE metric, and the results show that leveraging Wikipedia can significantly improve summary quality. We also present results from a user study, which suggests that using incremental summarization can help in better understanding news articles. 相似文献
2.
International Guidelines have voted for PCR as the Gold Standard in COVID diagnosis. Nasoparyngeal swab is the preferred specimen for PCR. It has a high probability of diagnosing early infection. But the diagnostic sensitivity of nasopharyngeal PCR decreases with increase in lapse between the infection and presentation to hospital. This might lead to dire consequences of labelling these patients as false negative, though such patients have been proved to be potentially infective since viral shedding occurs through other body fluids (stools) for long. COVID infection reveals that the IgM antibodies start to appear as early as 5th day of infection and switches over to IgA within 2–3 days. The aim of the study was to see if COVID antibody testing be coupled with PCR for diagnosis especially in patients presenting late (more than 14 days) of onset of infection? And if the antibodies are giving values, hence can them be reported quantitatively rather than in qualitative fashion? The second objective was to see if the COVID antibody levels be used to monitor the disease severity? And if the antibody levels of SARS CoV 2 be used an indicator to monitor the recovery? 相似文献
3.
This paper presents the early investigations about the nature of sound of the Pythagoreans, and how they started a tradition
that remains valid up to present times—the use of numbers in representing natural reality. It will touch on the Pythagorean
notion of musical harmony, which was extended to the notion of universal harmony. How the Pythagorean ideas have inspired
many great works in physics, such as those of Galileo, Kepler and Newton, will also be presented. In exploring the legacy
of Pythagoras to physics and the study of the universe, some valuable insights on the nature of science that can inspire budding
physicists are extracted. 相似文献
4.
In this part we shall outline the challenges one faces while developing time-domain radiofrequency (RF) EPR imaging spectrometer for in vivo studies. Time-domain or FT-EPR is quite a different animal compared to the CW modality. The evolution of FT-EPR instrumentation at the National Cancer Institute, NIH, USA and representative examples of application in cancer research are outlined in this article. 相似文献
5.
Sankaran Ramanathan 《亚洲交流杂志》2013,23(2):65-91
This article synthesizes the findings of two empirical surveys carried out in 1986 and 1990 in Malaysia. It also presents a brief historical background of the political process in the country, as well as an overview of the Malaysian media. Finally, it touches on the latest general elections in Malaysia, held in 1995, and their implications. 相似文献
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Treacy DJ Sankaran SM Gordon-Messer S Saly D Miller R Isaac SR Kosinski-Collins MS 《CBE life sciences education》2011,10(1):18-24
In introductory laboratory courses, many universities are turning from traditional laboratories with predictable outcomes to inquiry-inspired, project-based laboratory curricula. In these labs, students are allowed to design at least some portion of their own experiment and interpret new, undiscovered data. We have redesigned the introductory biology laboratory course at Brandeis University into a semester-long project-based laboratory that emphasizes concepts and contains an element of scientific inquiry. In this laboratory, students perform a site-directed mutagenesis experiment on the gene encoding human γD crystallin, a human eye lens protein implicated in cataracts, and assess the stability of their newly created protein with respect to wild-type crystallin. This laboratory utilizes basic techniques in molecular biology to emphasize the importance of connections between DNA and protein. This project lab has helped engage students in their own learning, has improved students' skills in critical thinking and analysis, and has promoted interest in basic research in biology. 相似文献
8.
EPR (Electron Paramagnetic Resonance) imaging is particularly useful in monitoring hypoxic zones in tumors which are highly resistant to radiation and chemotherapeutic treatment. This first part of the article covers aspects of CW (continuous wave) imaging with details of FT (pulsed Fourier Transform)-EPR imaging covered in Part 2, to be published in the next issue of Resonance. 相似文献
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