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• W4386514562 abstract "The Coronavirus Disease 2019 (COVID-19) pandemic was a huge shock to society, and the ensuing information problems had a huge impact on society at the same time. The urgent need to understand the Infodemic, i.e., the importance of the spread of false information related to the epidemic, has been highlighted. However, while there is a growing interest in this phenomenon, studies on the topic discovery, data collection, and data preparation phases of the information analysis process have been lacking.Since the epidemic is unprecedented and has not ended to this day, we aimed to examine the existing Infodemic-related literature from January 2019 to December 2022.We have systematically searched ScienceDirect and IEEE Xplore databases with some search limitations. From the searched literature we selected titles, abstracts and keywords, and limitations sections. We conducted an extensive structured literature search and analysis by filtering the literature and sorting out the available information.A total of 47 papers ended up meeting the requirements of this review. Researchers in all of these literatures encountered different challenges, most of which were focused on the data collection step, with few challenges encountered in the data preparation phase and almost none in the topic discovery section. The challenges were mainly divided into the points of how to collect data quickly, how to get the required data samples, how to filter the data, what to do if the data set is too small, how to pick the right classifier and how to deal with topic drift and diversity. In addition, researchers have proposed partial solutions to the challenges, and we have also proposed possible solutions.This review found that Infodemic is a rapidly growing research area that attracts the interest of researchers from different disciplines. The number of studies in this field has increased significantly in recent years, with researchers from different countries, including the United States, India, and China. Infodemic topic discovery, data collection, and data preparation are not easy, and each step faces different challenges. While there is some research in this emerging field, there are still many challenges that need to be addressed. These findings highlight the need for more articles to address these issues and fill these gaps." @default.
• W4386514562 created "2023-09-08" @default.
• W4386514562 creator A5001737088 @default.
• W4386514562 creator A5009101898 @default.
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• W4386514562 creator A5034077775 @default.
• W4386514562 creator A5046937585 @default.
• W4386514562 creator A5054082906 @default.
• W4386514562 date "2023-09-07" @default.
• W4386514562 modified "2023-10-16" @default.
• W4386514562 title "Infodemic: Challenges and solutions in topic discovery and data process" @default.
• W4386514562 cites W1989343098 @default.
• W4386514562 cites W2001905757 @default.
• W4386514562 cites W2051593977 @default.
• W4386514562 cites W2058049360 @default.
• W4386514562 cites W2183341477 @default.
• W4386514562 cites W2216946510 @default.
• W4386514562 cites W2546863575 @default.
• W4386514562 cites W2598230052 @default.
• W4386514562 cites W2735373279 @default.
• W4386514562 cites W2908840043 @default.
• W4386514562 cites W2971296908 @default.
• W4386514562 cites W3007198457 @default.
• W4386514562 cites W3010267415 @default.
• W4386514562 cites W3014820715 @default.
• W4386514562 cites W3015622078 @default.
• W4386514562 cites W3017197529 @default.
• W4386514562 cites W3035423599 @default.
• W4386514562 cites W3035633035 @default.
• W4386514562 cites W3042565290 @default.
• W4386514562 cites W3048848247 @default.
• W4386514562 cites W3080590497 @default.
• W4386514562 cites W3082510904 @default.
• W4386514562 cites W3084216097 @default.
• W4386514562 cites W3087786122 @default.
• W4386514562 cites W3090787166 @default.
• W4386514562 cites W3092146006 @default.
• W4386514562 cites W3093503195 @default.
• W4386514562 cites W3094221957 @default.
• W4386514562 cites W3100751499 @default.
• W4386514562 cites W3115792974 @default.
• W4386514562 cites W3120513465 @default.
• W4386514562 cites W3121430869 @default.
• W4386514562 cites W3123504580 @default.
• W4386514562 cites W3125191149 @default.
• W4386514562 cites W3127807917 @default.
• W4386514562 cites W3129065745 @default.
• W4386514562 cites W3131672727 @default.
• W4386514562 cites W3135835076 @default.
• W4386514562 cites W3136503798 @default.
• W4386514562 cites W3138575089 @default.
• W4386514562 cites W3145531119 @default.
• W4386514562 cites W3146431168 @default.
• W4386514562 cites W3157353928 @default.
• W4386514562 cites W3160227221 @default.
• W4386514562 cites W3160597358 @default.
• W4386514562 cites W3161990819 @default.
• W4386514562 cites W3165153741 @default.
• W4386514562 cites W3171456393 @default.
• W4386514562 cites W3171849880 @default.
• W4386514562 cites W3177122159 @default.
• W4386514562 cites W3178606358 @default.
• W4386514562 cites W3182760038 @default.
• W4386514562 cites W3185610134 @default.
• W4386514562 cites W3189595867 @default.
• W4386514562 cites W3190960528 @default.
• W4386514562 cites W3192127564 @default.
• W4386514562 cites W3192279017 @default.
• W4386514562 cites W3196750896 @default.
• W4386514562 cites W3197363250 @default.
• W4386514562 cites W3201915713 @default.
• W4386514562 cites W3205692094 @default.
• W4386514562 cites W3213665203 @default.
• W4386514562 cites W3216514164 @default.
• W4386514562 cites W4200373446 @default.
• W4386514562 cites W4205389712 @default.
• W4386514562 cites W4206341919 @default.
• W4386514562 cites W4206903166 @default.
• W4386514562 cites W4210346934 @default.
• W4386514562 cites W4210504598 @default.
• W4386514562 cites W4220665925 @default.
• W4386514562 cites W4220668698 @default.
• W4386514562 cites W4220999966 @default.
• W4386514562 cites W4221064617 @default.
• W4386514562 cites W4221091563 @default.
• W4386514562 cites W4223573167 @default.
• W4386514562 cites W4223917147 @default.
• W4386514562 cites W4224254147 @default.
• W4386514562 cites W4224302160 @default.
• W4386514562 cites W4256049924 @default.
• W4386514562 cites W4281567619 @default.
• W4386514562 cites W4283029606 @default.
• W4386514562 cites W4287887893 @default.
• W4386514562 cites W4293538587 @default.
• W4386514562 cites W4295884686 @default.
• W4386514562 cites W4295934599 @default.
• W4386514562 cites W4298009309 @default.
• W4386514562 cites W4307896707 @default.
• W4386514562 cites W4309552543 @default.
• W4386514562 cites W4309629279 @default.

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