Hybridization of Social Spiders and Extractions Techniques for Automatic Text Summaries

Author(s):  
Mohamed Amine Boudia ◽  
Reda Mohamed Hamou ◽  
Abdelmalek Amine ◽  
Mohamed Elhadi Rahmani ◽  
Amine Rahmani

The authors propose a new multilayer approach for automatic text summaries. In the first layer, they use two techniques of extraction, one after the other: scoring of phrases, and similarity that aims to eliminate redundant phrases without losing the theme of the text. While the second layer aims to optimize the results of the previous layer by a meta-heuristic based on social spiders. Its objective function of the optimization is to maximize the sum of similarity between phrases of the candidate summary in order to keep the theme of the text, minimize the sum of scores in order to increase the summarization rate; this optimization also will give a candidate's summary where the order of the phrases changes compared to the original text. The third and final layer concerned in choosing a best summary from all candidates summaries generated by optimization layer, we opted for the technique of voting with a simple majority.

2018 ◽  
Vol 9 (1) ◽  
pp. 15-39 ◽  
Author(s):  
Mohamed Amine Boudia ◽  
Reda Mohamed Hamou ◽  
Abdelmalek Amine

This article is a comparative study between two bio-inspired approach based on the swarm intelligence for automatic text summaries: Social Spiders and Social Bees. The authors use two techniques of extraction, one after the other: scoring of phrases, and similarity that aims to eliminate redundant phrases without losing the theme of the text. While the optimization use the bio-inspired approach to performs the results of the previous step. Its objective function of the optimization is to maximize the sum of similarity between phrases of the candidate summary in order to keep the theme of the text, minimize the sum of scores in order to increase the summarization rate; this optimization also will give a candidate's summary where the order of the phrases changes compared to the original text. The third and final step concerned in choosing a best summary from all candidates summaries generated by optimization layer, the authors opted for the technique of voting with a simple majority.


Author(s):  
Mohamed Amine Boudia

This chapter is a comparative study between two bio-inspired approach based on the swarm intelligence for automatic text summaries: Social Spiders and Social Bees. The authors use two techniques of extraction, one after the other: scoring of phrases and similarity that aims to eliminate redundant phrases without losing the theme of the text. While the optimization uses the bio-inspired approach to perform the results of the previous step, the objective function of the optimization is to maximize the sum of similarity between phrases of the candidate summary in order to keep the theme of the text and minimize the sum of scores in order to increase the summarization rate. This optimization will also give a candidate's summary where the order of the phrases changes compared to the original text. For the third and final step concerning choosing a best summary from all candidate summaries generated by optimization layer, the authors opted for the technique of voting with a simple majority.


Author(s):  
Mohamed Amine Boudia ◽  
Reda Mohamed Hamou ◽  
Abdelmalek Amine ◽  
Amine Rahmani

In this paper, the authors propose a new approach for automatic text summarization by extraction based on Saving Energy Function where the first step constitute to use two techniques of extraction: scoring of phrases, and similarity that aims to eliminate redundant phrases without losing the theme of the text. While the second step aims to optimize the results of the previous layer by the metaheuristic based on Bee Algorithm, the objective function of the optimization is to maximize the sum of similarity between phrases of the candidate summary in order to keep the theme of the text, minimize the sum of scores in order to increase the summarization rate, this optimization also will give a candidate's summary where the order of the phrases changes compared to the original text. The third and final layer aims to choose the best summary from the candidate summaries generated by bee optimization, the authors opted for the technique of voting with a simple majority.


2019 ◽  
Vol 9 (4) ◽  
pp. 53
Author(s):  
Mohamed Ayed Ibrahim Ayassrah ◽  
Mohd Nazri Latiff Azmi

There is an obvious gap in studying the translatability of metaphor in modern English poetry, particularly in Eliot’s The Waste Land. Furthermore, it is observed that most previous studies about metaphor are in and for English, and only few ones have tackled the translatability of metaphor into another language. However, the current study aims to explore this phenomenon in Eliot’s The Waste Land and three of its Arabic translations. All metaphors of The Waste Land and its three translations are identified, studied and classified into juxtaposed tables to facilitate the comparative process. Then, an assessment of each translation is made to be compared to the original text and the other translations. This comparison aims at identifying the translatability of metaphor in The Waste Land, the most and least used strategy and how the three translators have dealt with the original text. The study also shows that the three translators could translate most of Eliot’s metaphors into Arabic analogous metaphors; Lu’lu’ah uses this strategy the most and Raghib the least. Furthermore, the strategy of paraphrasing the metaphor is used more than the second one (11 cases). Finally, this study suggests three recommendations for further upcoming studies. The first one is: Conducting a comparative study on using metaphor in the spoken languages or dialects of two different societies (the Jordanian and British, for instance). The second is: Exploring this phenomenon in students’ everyday language; and the third is: Investigating the ability of English language students in rendering metaphor from English into Arabic.


Author(s):  
Olha Kabkova

While finding out the relation of W. Trevor’s writing to Joyce, we are to take into account the fact, fixed by the German writer H. Bell in his “Irish diary”: Joyce is one of the ordinary surnames in Ireland. Yet the aim of the article was to search for the influence of the literary technique of J. Joyce — one of the well-known modernists — on W. Trevor’s creative works. On the one hand, W. Trevor himself in the interviews insisted that “Dubliners” and “A Portrait of the Artist as a Young Man” were valuable for him within the whole life; on the other hand, the known and famous writers and critics aimed at finding those links. A number of researchers took into account that Joyce’s later texts were not so valuable for Trevor’s creative works. His influence was not the linguistic pyrotechnics of the “Ulysses” but the modest and punctilious voice of “Dubliners”. It is possible to determine some levels of Joyce’s presence in W. Trevor’s texts: Joyce as a character, as a model of creative activity, as a pattern for stylization and even comic imitation. One of the characters of Trevor’s “Music” was fascinated with Joyce’s appearance, his photograph. Sometimes, while hearing music, he was imagining himself a human being similar to Joyce. “The Third Party” began with a meeting of two men, one the husband, one the lover in a Dublin hotel bar. They have to come to an agreement on the end of the marriage, which was not achieved. The plot of this story is somewhat a travesty of “A Little Cloud” (from “Dubliners”). Moreover, the main characters are W. Trevor’s version of two different types of mental constitution vivid in “A Little Cloud” as well as in “Ulysses”. The interview of two characters in Trevor’s text allowed using Joyce’s telling strategy: an application of subjective third-person narration. An aspect of location in Trevor’s story is similar to that of Joyce, it is Dublin. Nevertheless for Trevor Dublin was a city, where events took place, not a version of the important original location, as it was with Joyce. The same may be said about “Two More Gallants”. Th is story of the modern and equally traditional Irish writer is the most vivid example of the author’s dialogue with the original text of Joyce. Th e writer simultaneously reflected and parodied “Two Gallants” (from “Dubliners”). There is a certain similarity between the viewpoints of both authors on Dublin and Ireland in general. The creative activity of Joyce was governed by Ireland. W. Trevor’s links with Ireland were restored only when he became something of a stranger to this country. Moreover, Trevor’s conception of Ireland remained constant as if nothing had happened in this country during the second half of the XX century. So the reality of “Two Gallants” and “Two More Gallants” remained alike, as well as irresponsibility of the main characters. The narrative nerve in Joyce’s text may be defi ned as no-event, while Trevor’s text is arranged according to tale tradition. “Two Gallants” is associated with the concentrated poetic image of paralysis. A similar representation is evident in “Two More Gallants”: puppets dance to the music of original sins. Th at shows Trevor’s play with the original text.


2021 ◽  
Vol 11 (4) ◽  
pp. 5010-5026
Author(s):  
Neeraj Kumar Sirohi ◽  
Dr. Mamta Bansal ◽  
Dr.S.N. Rajan Rajan

Due to the massive amount of online textual data generated in a diversity of social media, web, and other information-centric applications. To select the vital data from the large text, need to study the full article and generate summary also not loose critical information of text document this process is called summarization. Text summarization is done either by human which need expertise in that area, also very tedious and time consuming. second type of summarization is done through system which is known as automatic text summarization which generate summary automatically. There are mainly two categories of Automatic text summarizations that is abstractive and extractive text summarization. Extractive summary is produced by picking important and high rank sentences and word from the text document on the other hand the sentences and word are present in the summary generated through Abstractive method may not present in original text. This article mainly focuses on different ATS (Automatic text summarization) techniques that has been instigated in the present are argue. The paper begin with a concise introduction of automatic text summarization, then closely discussed the innovative developments in extractive and abstractive text summarization methods, and then transfers to literature survey, and it finally sum-up with the proposed techniques using LSTM with encoder Decoder for abstractive text summarization are discussed along with some future work directions.


ENTOMON ◽  
2018 ◽  
Vol 43 (4) ◽  
pp. 257-262
Author(s):  
Atanu Seni ◽  
Bhimasen Naik

Experiments were carried out to assess some insecticide modules against major insect pests of rice. Each module consists of a basal application of carbofuran 3G @ 1 kg a.i ha-1 at 20 DAT and Rynaxypyr 20 SC @ 30 g a.i ha-1 at 45 DAT except untreated control. All modules differ with each other only in third treatment which was applied in 65 DAT. The third treatment includes: Imidacloprid 17.8 SL @ 27 g a.i ha-1, Pymetrozine 50 WG @ 150 g a.i ha-1, Triflumezopyrim 106 SC @ 27 g a.i ha-1, Buprofezin 25 SC @ 250 g a.i ha-1; Glamore (Imidacloprid 40+Ethiprole 40% w/w) 80 WG @ 100 g a.i. ha-1, Thiacloprid 24 SC @ 60 g a.i ha-1, Azadirachtin 0.03 EC @ 8 g a.i ha-1, Dinotefuran 20 SG@ 40 g a.i ha-1 and untreated control. All the treated plots recorded significantly lower percent of dead heart, white ear- head caused by stem borer and silver shoot caused by gall midge. Module with Pymetrozine 50 WG @ 150 g a.i ha-1 treated plot recorded significantly higher per cent reduction of plant hoppers (>80% over untreated control) and produced higher grain yield (50.75 qha-1) than the other modules. Among the different treated modules the maximum number of spiders was found in Azadirachtin 0.03 EC @ 8 g a.i ha-1 treated module plot followed by other treatments.


Author(s):  
Daniel Martin Feige

Der Beitrag widmet sich der Frage historischer Folgeverhältnisse in der Kunst. Gegenüber dem Gedanken, dass es ein ursprüngliches Werk in der Reihe von Werken gibt, das späteren Werken seinen Sinn gibt, schlägt der Text vor, das Verhältnis umgekehrt zu denken: Im Lichte späterer Werke wird der Sinn früherer Werke neu ausgehandelt. Dazu geht der Text in drei Schritten vor. Im ersten Teil formuliert er unter der Überschrift ›Form‹ in kritischer Abgrenzung zu Danto und Eco mit Adorno den Gedanken, dass Kunstwerke eigensinnig konstituierte Gegenstände sind. Die im Gedanken der Neuverhandlung früherer Werke im Lichte späterer Werke vorausgesetzte Unbestimmtheit des Sinns von Kunstwerken wird im zweiten Teil unter dem Schlagwort ›Zeitlichkeit‹ anhand des Paradigmas der Improvisation erörtert. Der dritte und letzte Teil wendet diese improvisatorische Logik unter dem Label ›Neuaushandlung‹ dann dezidiert auf das Verhältnis von Vorbild und Nachbild an. The article proposes a new understanding of historical succession in the realm of art. In contrast to the idea that there is an original work in the series of works that gives meaning to the works that come later, the text proposes to think it exactly the other way round: in the light of later works, the meanings of earlier works are renegotiated. The text proceeds in three steps to develop this idea. Under the heading ›Form‹ it develops in the first part a critical reading of Danto’s and Eco’s notion of the constitution of the artworks and argues with Adorno that each powerful work develops its own language. In the second part, the vagueness of the meaning of works of art presupposed in the idea of renegotiating earlier works in the light of later works is discussed under the term ›Temporality‹ in terms of the logic of improvisation. The third and final part uses this improvisational logic under the label ›Renegotiation‹ to understand the relationship between model and afterimage in the realm of art.


2020 ◽  
Vol 98 (3) ◽  
pp. 178-184
Author(s):  
T. V. Chernyakova ◽  
A. Yu. Brezhnev ◽  
I. R. Gazizova ◽  
A. V. Kuroyedov ◽  
A. V. Seleznev

In the review we have integrated all up-to-date knowledge concerning clinical course and treatment of glaucoma among pregnant women to help specialists choose a proper policy of treatment for such a complicated group of patients. Glaucoma is a chronic progressive disease. It rarely occurs among childbearing aged women. Nevertheless the probability to manage pregnant patients having glaucoma has been recently increasing. The situation is complicated by the fact that there are no recommendations on how to treat glaucoma among pregnant women. As we know, eye pressure is progressively going down from the first to the third trimester, so we often have to correct hypotensive therapy. Besides, it is necessary to take into account the effect of applied medicines on mother health and evaluate possible teratogenic complications for a fetus. The only medicine against glaucoma which belongs to category B according to FDA classification is brimonidine. Medicines of the other groups should be prescribed with care. Laser treatment or surgery may also be a relevant decision when monitoring patients who are planning pregnancy or just bearing a child. Such treatment should be also accompanied by medicines.


2020 ◽  
pp. 13-61
Author(s):  
Natalia Małecka-Drozd

The 3rd millennium BC appears to be a key period of development of the historical settlement landscape in ancient Egypt. After the unification of the country, the process of disappearance of the predynastic socio-political structures and settlement patterns associated with them significantly accelerated. Old chiefdoms, along with their centres and elites, declined and vanished. On the other hand, new settlements emerging in various parts of the country were often strictly related to the central authorities and formation of the new territorial administration. Not negligible were climatic changes, which influenced the shifting of the ecumene. Although these changes were evolutionary in their nature, some important stages may be recognized. According to data obtained during surveys and excavations, there are a number of sites that were considerably impoverished and/or abandoned before and at the beginning of the Old Kingdom. On the other hand, during the Third and Fourth Dynasties some important Egyptian settlements have emerged in the sources and begun their prosperity. Architectural remains as well as written sources indicate the growing interest of the state in the hierarchy of landscape elements and territorial structure of the country.


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