Smart City Gnosys
Smart city article details
| Title | Horizoning Recent Trends In The Security Of Smart Cities: Exploratory Analysis Using Latent Semantic Analysis |
|---|---|
| ID_Doc | 29259 |
| Authors | Sharma S.; Mishra N. |
| Year | 2024 |
| Published | Journal of Intelligent and Fuzzy Systems, 46, 1 |
| DOI | http://dx.doi.org/10.3233/JIFS-235210 |
| Abstract | The expeditious advancement and widespread implementation of intelligent urban infrastructure have yielded manifold advantages, albeit concurrently engendering novel security predicaments. Examining current patterns in the security of smart cities is paramount in comprehending nascent risks and formulating efficacious preventative measures. The present study suggests the utilization of Latent Semantic Analysis (LSA) as a means to scrutinize and reveal implicit semantic associations within a collection of textual materials pertaining to the security of smart cities. Through the process of gathering and pre-processing pertinent textual data, constructing a matrix that represents the frequency of terms within documents, and utilizing techniques that reduce the number of dimensions, Latent Semantic Analysis (LSA) has the ability to uncover concealed patterns and associations among concepts related to security. This study proposes five recommendations for future research that employ a topic modeling technique to investigate the often-explored subjects related to smart city security. This discovery provides additional evidence in favor of the proposition that a robust blockchain-driven framework is vital for the advancement of smart cities. Latent Semantic Analysis (LSA) offers important insights into the dynamic landscape of smart city security by employing several techniques such as pattern recognition, document or phrase clustering, and result visualization. Through the examination of patterns and developments, individuals in positions of political authority, urban planning, and security knowledge possess the ability to uphold their proficiency, render judicious choices substantiated by empirical data, and establish proactive strategies aimed at preserving the security, privacy, and sustainability of intelligent urban environments. |
| Author Keywords | Latent Semantic Analysis (LSA); natural language processing; security in smart cities; Smart cities; trends in smart cities |
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