2020
DOI: 10.12928/telkomnika.v18i4.15001
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Semantics-based clustering approach for similar research area detection

Abstract: The manual process of searching out individuals in an already existing research field is cumbersome and time-consuming. Prominent and rookie researchers alike are predisposed to seek existing research publications in a research field of interest before coming up with a thesis. From extant literature, automated similar research area detection systems have been developed to solve this problem. However, most of them use keyword-matching techniques, which do not sufficiently capture the implicit semantics of keywo… Show more

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Cited by 8 publications
(3 citation statements)
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“…Datamining is the discovery of the knowledge of huge amount of data, which helps in discovering interesting patterns within the data for decision making, that can help predicts and classify the behaviour of the model [12,14,29]. Converting the information into meaningful form is a needful competitive intelligence.…”
Section: Data Miningmentioning
confidence: 99%
“…Datamining is the discovery of the knowledge of huge amount of data, which helps in discovering interesting patterns within the data for decision making, that can help predicts and classify the behaviour of the model [12,14,29]. Converting the information into meaningful form is a needful competitive intelligence.…”
Section: Data Miningmentioning
confidence: 99%
“…These forms of expression involve the skillful deployment of language to convey meanings that often diverge from the surface interpretation [3]. The contextual cues that help unravel such linguistic intricacies are more easily accessible in face-to-face interactions, where visual cues like facial expressions and vocal modulations aid in grasping the intended message [4]. However, digital communication hinges entirely on the written word, necessitating a highly sophisticated approach to unraveling the multifaceted layers of meaning concealed within written expressions of sarcasm and irony on social media platforms [5].…”
Section: Introductionmentioning
confidence: 99%
“…Internet of things (IoT) signified a system of organized gadgets, items or tools which can connect and interchange information through entrenched sensors along with the internet [15,16]. In an economy, information dissemination can take place on numerous platforms [17,18]. Information channel is referred to as a means of transmitting information in a specific flow that is one-way flow [19].…”
Section: Introductionmentioning
confidence: 99%