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150 articles for “Summarization techniques”
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A Novel Sentence Ranking Clustering Based Algorithm for Text Summarization
Abstract: Text Summarization is the process of generating reduced text from source document by extraction or generation. A novel approach will be presented for extractive text summarization. The proposed technique performs filtering and then ranking on sentences based on NLP text mining techniques. This method uses the synonyms extracted from online thesaurus dictionary to identify similar sentences and then clusters these sentences to summarize. The sentences are ranked based on sentence …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 2, Issue 2, 2015 · pp. 1–6 Read article
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Sentiment Extraction and Analysis of Product Reviews at Sentence Level
Abstract: 1024x768 Normal 0 false false false EN-US X-NONE X-NONE These days large number of people are using internet as a medium to communicate and express their views on politics, products, movies and other various domains. Monitoring these views online will be helpful for the companies, individuals or groups, who are interested in knowing what the customers are talking about their products. But manually monitoring is a costly and time-consuming task. …
Published in Current Trends in Information Technology · Vol. 1, Issue 2 - 3, 2011 Read article
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Transcript Summarizer of YouTube Videos Using Deep Learning
Abstract: Transcriber Sum is a deep learning-based YouTube transcript summarization tool. It employs advanced machine learning techniques to automatically generate concise summaries of YouTube video transcripts, enabling users to quickly grasp the key content and insights of videos without the need to watch or read the entire transcript. This Transcriber Sum addresses the challenge of providing users with concise and informative summaries of video content by harnessing the power of deep …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 11, Issue 3, 2024 · pp. 119–126 Read article
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Exam Eval: An Automated Model for Correcting Exam Papers Using OCR and Text Summarization
Abstract: In the realm of education, grading and correcting exam papers can be a time-consuming and often daunting task for teachers. To streamline this process and provide more efficient feedback to students, this project aims to develop a model that leverages advanced techniques in natural language processing (NLP) and computer vision. The primary objective is to correct exam papers by summarizing the handwritten answers provided by students, incorporating Optical Character Recognition …
Published in Journal of Web Engineering & Technology · Vol. 10, Issue 3, 2023 · pp. 23–28 Read article
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Semantic Summarizer
Abstract: Abstract: This work presents the survey of the existing approaches used for automatic text summarization. Automatic text summarization technique belongs to the natural language processing area, and is applied on the source document to produce its compact version that preserves its aggregate meaning and key concepts. On a broader scale, approaches for text summarization task are classified into two categories: (1) abstractive and (1) extractive. In abstractive summarization, main contents …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 6, Issue 3, 2019 · pp. 1–8 Read article
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Optimizing Heat Transfer in Rectangular Channels with Turbulators: A Comprehensive Review
Abstract: Turbulators and various obstructions strategically placed along the airflow path in a channel are employed to enhance heat transfer This enhancement is achieved by disrupting the laminar sub-layer or intensifying turbulence within the duct passage. Numerous types of turbulator elements have been extensively utilized to optimize the heat transfer characteristics in such systems. Investigating further, researchers have explored the application of roughness elements in two-dimensional, three-dimensional, and irregular shapes. This …
Published in Journal of Experimental & Applied Mechanics · Vol. 14, Issue 3, 2023 · pp. 7–17 Read article
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Sentiment Analysis and Text Summarization Review
Abstract: In this global era, it has been a significant task to find out what other people think of the information extraction behavior of an online user. People often express or share their moods, opinions, attitudes, ideas, on the social media sites and blogs. The platform of social media sites and blogs became the research base for analyzing the sentiments or opinions of the users. These sites became so popular that …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 5, Issue 2, 2018 · pp. 1–7 Read article
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A Survey on Hateful Memes Detection Techniques
Abstract: With the advent of social media, meme, which is a combination of image along with some text are becoming a popular mode of communication for spreading jokes or sarcasm which may also include some toxicity like racial, sexist and many other types of hateful content. Identifying hate in text is a comparable easy task as it is a unimodal task; however, identifying hate in memes is a multimodal task and …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 10, Issue 2, 2023 · pp. 44–52 Read article
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Applying Text Analysis Methods for Emotion Recognition
Abstract: This article presents a comprehensive study of sentiment analysis, a vital task in the realms of natural language processing (NLP) and artificial intelligence (AI). Sentiment analysis involves the extraction and classification of subjective information from textual data, determining whether the sentiment expressed is positive or negative. This paper investigates different approaches and methodologies used in sentiment analysis, encompassing machine learning models as well. Additionally, it discusses the challenges faced in …
Published in Journal of Software Engineering Tools & Technology Trends · Vol. 11, Issue 2, 2024 · pp. 12–22 Read article
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Gluconic Acid: Properties, Microbial Production and Applications in Food and Agriculture: Critical Review
Abstract: Gluconic acid is one of the most essential natural acids and is moderately obtained from glucose by unpretentious oxidation response process. The response is simplified through glucose dehydrogenase bacteria such as (Gluconobacter) and enzyme glucose oxidase (fungi). The production of gluconic acid by microbes is the desired procedure. The typical broadly applied fermentation technique is summarized by using fungi (Aspergillus niger). Derivatives for gluconic acid; the main ones like sodium …
Published in Journal of Modern Chemistry & Chemical Technology · Vol. 11, Issue 3, 2020 · pp. 32–42 Read article
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Influence of Climatic Change on Environment: A ReviewInfluence of Climatic Change on Environment: A Review
Abstract: AbstractThe paper highlights that environment is a rudimentary public aid of a human system. Therefore, it must be preserved. Sustainable development can be defined as the evolution that does not dissolve social, ecological or political system, but at the same time provides full understanding of the essential requirements of humans. According to the present knowledge, it is crucial to cite the principles of sustainable development to benefit the human system. …
Published in Research & Reviews : Journal of Ecology · Vol. 6, Issue 1, 2017 · pp. 6–8 Read article
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Summarizer: A Single Document text summarization using Hybrid Approach
Abstract: Summarization task is a process of diminishing the size of the input text, without altering its overall meaning, by selecting only the significant parts of the input text as an output. Summary of a text can be obtained either by an abstractive approach or an extractive approach. Our system is a hybrid system (that is the combination of abstractive and extractive approach). The first stage of this system is to …
Published in Journal of Advancements in Robotics · Vol. 5, Issue 2, 2018 · pp. 15–25 Read article
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Composite Coating Techniques – A Review on Process Parameters and its Impact on Characterizations.
Abstract: Surface modification with composite coating technology is the need of the hour in most of the industries. Changing the bulk properties of the material by surface modification is one of the simplest techniques to do so, and this also avoids industrial downtime. An attempt is made in summarizing the processing techniques of developing composite coatings. The effects of coating parameters on the micro-structure, porosity, bond strength and micro-hardness have also …
Published in Journal of Nanoscience, NanoEngineering & Applications · Vol. 7, Issue 1, 2017 · pp. 1–7 Read article
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A study on Parametric and Non-Parametric Statistical Tools
Abstract: This research report provides a brief overview of the most recent research techniques. The field of the research process has seen a resurgence of attention due to recent advancements in academia. Professors, Ph.D. candidates, researchers, investigative officers, and university students comprise the demographic of this research article. The article will become an essential part of your research papers, projects, and reports for citations due to future obligations. This study is …
Published in Journal of Production Research & Management · Vol. 16, Issue 1, 2026 · pp. 10–31 Read article
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Petroleum sludge treatment and oil recovery: Review paper
Abstract: Oily sludge is a type of semi solid hydrocarbon waste material that produced by the petroleum industry. It is generally mixture of water, crude oil, and sludge that is solid matter. As it contains large amounts of various types of hydrocarbon like paraffinic hydrocarbon, saturated and unsaturated hydrocarbon, cycloalkanes, aromatic compound , poly aromatic hydrocarbon, benzene series, polycyclic aromatic hydrocarbons, some metals, sulphur, nitrogen and other toxic and harmful substances, …
Published in Journal of Petroleum Engineering & Technology · Vol. 12, Issue 1, 2022 · pp. 24–33 Read article
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Refine Frame Work on Cyber-physical System in Automatic Harvesting
Abstract: India’s economy is heavily reliant on agriculture, which is currently one of the world’s top two producers. Roughly, 52% of all jobs in India are provided by this industry, which also contributes about 18.1% of the country’s GDP (gross domestic product). A significant issue in Asia is the fall in the number of farmers and labourers owing to a variety of circumstances, which results in higher labour costs and inefficient …
Published in E-Commerce for Future & Trends · Vol. 9, Issue 2, 2022 · pp. 36–45 Read article
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Gene Therapy: A Newfangled Technology for Genetic Modification
Abstract: Gene therapy provides modern medicine with new perspectives that were unthinkable two decades ago and it has been proposed as a future strategy to prevent aging. Gene therapy is “the use of genes as medicine” involving the transfer of a therapeutic or working copy of a gene into specific cells of an individual in order to repair a faulty gene copy. Gene therapy utilizes the delivery of DNA into cells, …
Published in Research and Reviews : A Journal of Medical Science and Technology · Vol. 1, Issue 3, 2012 · pp. 1–11 Read article
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Crystalline Materials: From Crystal Growth and Defect Engineering to Advanced Functional Applications
Abstract: Crystalline materials form the foundation of numerous modern technologies owing to their highly ordered atomic structures and exceptional physical, chemical, electrical, optical, and mechanical properties. Their periodic crystal lattices provide superior structural stability and enable precise control of electronic, thermal, and optical behavior, making them indispensable in microelectronics, photonics, energy storage, catalysis, aerospace, environmental remediation, and biomedical engineering. Rapid advances in crystal growth techniques, nanotechnology, and computational materials science have …
Published in International Journal of Crystalline Materials · Vol. 3, Issue 2, 2026 · pp. 23–31 Read article
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Investigate the Implication of “Self-service Business Intelligence (SSBI)”—a Big Data Trend in Today’s Business World
Abstract: Information is a life blood of any business organization. At present, the data will generate from many sources. It is scattered and unorganized in nature. To make a date meaningful, there are various data analytics tools. The data analytics are quantitative techniques and methods that can convert an unorganized data into organized and generate the meaningful information. Through information, business professionals’ can easily scrutinize the business conditions, understand the business …
Published in Current Trends in Information Technology · Vol. 10, Issue 1, 2020 · pp. 17–22 Read article
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A Review Paper on Cooperative Spectrum Sensing (CSS) Techniques for Cognitive Radio Applications:
Abstract: Cognitive radio is the best solution for the spectrum scarcity and spectrum underutilization problem in wireless communication system, because of its ability to rapidly and automatically adapt operating parameters as per requirements and conditions. In this paper, a literature review of cooperative spectrum sensing techniques for cognitive radio is presented. In Cognitive radio, spectrum sensing is the main function which prevents the interference with the Primary Users (PU) and identifies …
Published in Journal of Telecommunication, Switching Systems and Networks · Vol. 1, Issue 1, 2014 · pp. 16–24 Read article