Journal of Advancements in Robotics
Volume 5, Issue 2 (2018)
Published
Table of contents
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Summarizing Sentiment-Analyzed Reviews
Abstract: With each passing day online shopping and social networking is touching new heights and more people prefer to shop online. Users post reviews about a product online and share their experience after receiving a service or using the product. Review can be positive or negative. Therefore whenever a person shops online he goes on checking previous reviews of a product, but the reviews are in detailed form and more in …
Published in Journal of Advancements in Robotics · Vol. 5, Issue 2, 2018 · pp. 1–10 Read article
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Impregnability Framework For PMO
Abstract: Artificial Intelligence, when used with desired hardware systems has proven to be effective and smart than human surveillance and CCTV's, satellites are taking positions of watchmen and guardians for monitoring purposes with basic security concepts and development of AI aided security systems takes in use of what we have learnt over the period of our course. The proposed network security model for the Prime Minister’s office (PMO) includes both the …
Published in Journal of Advancements in Robotics · Vol. 5, Issue 2, 2018 · pp. 11–16 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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A Supervised Word Sense Disambiguation for Persian Using k-NN Approach
Abstract: Natural language processing (NLP) is considered as one of the most important subfields of Artificial Intelligence. It is used to provide an Interface between Computer and Human languages. NLP has found its application on several areas such as Speech processing, Summation of text, Machine translation, Searching, Information grouping, Parts of Speech Tagging (POS), Sentiment analysis and etc. Natural language processing is posing some challenges in speech recognition, ambiguity in preposition …
Published in Journal of Advancements in Robotics · Vol. 5, Issue 2, 2018 · pp. 26–34 Read article
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Graph based Word Sense Disambiguation for Gujarati
Abstract: Due to high Semantic Ambiguity that is associated with language, Word Sense Disambiguation is an open problem of Natural Language Processing and Ontology in Computer Linguistics. For instance, the Gujarati word પુવૅ (Purva) can mean East and Past. The task of automatically assigning the most suitable meaning to a polysemous word can be defined as Word Sense Disambiguation. Several approaches have been done, from Dictionary-and Knowledge-based method that uses Lexical …
Published in Journal of Advancements in Robotics · Vol. 5, Issue 2, 2018 · pp. 35–43 Read article