ﮐﺸﻒ اﺟﺘﻤﺎﻋﺎت در ﺷﺒﮑﻪ ﺗﺸﮑﯿﻞ ﺷﺪه از ﮔﻔﺘﮕﻮﻫﺎ ﭘﯿﺮاﻣﻮن واﮐﺴﻦ ﮐﺮوﻧﺎ در ﺗﻮﺋﯿﺘﺮ

Community Detection in the Network of Conversations about Coronavirus Vaccination in Twitter

ﺷﺒﮑﻪﻫﺎي اﺟﺘﻤﺎﻋﯽ ﺑﻪ ﻃﻮر ﻓﺰاﯾﻨﺪهاي ﻣﯿﺰﺑﺎن ﺟﺎﻣﻌﻪ ﻣﺪﻧﯽ ﻫﺴﺘﻨﺪ، ﻣﮑﺎﻧﯽ ﮐﻪ در آن اﺷﺘﺮاك داﻧﺶ، ﺑﺤﺚﻫﺎي ﻋﻤﻮﻣﯽ و ﮔﻔﺘﮕﻮﻫﺎي ﺷﺨﺼﯽ اﻧﺠﺎم ﻣﯽ ﺷﻮد. ﮔﻔﺘﮕﻮﻫﺎي ﺷﺒﮑﻪﻫﺎي اﺟﺘﻤﺎﻋﯽ ﺑﻪ ﻋﻨﻮان ﻣﯿﺪان ﻋﻤﻮﻣﯽ ﺟﺪﯾﺪ ﺑﻪ اﻧﺪازه ﺳﺎﯾﺮ اﺟﺘﻤﺎﻋﺎت ﺑﺰرگ ﻣﺮدﻣﯽ ﺑﺮاي ﻣﺴﺘﻨﺪ ﺳﺎزي ﻣﻬﻢ ﻫﺴﺘﻨﺪ ﮔﺮاف ﺷﺒﮑﻪﻫﺎي ﻣﺮﺑﻮط ﺑﻪ ﮔﻔﺘﮕﻮﻫﺎ در ﺷﺒﮑﻪﻫﺎي اﺟﺘﻤﺎﻋﯽ ﻋﻤﻮﻣﯽ ﻫﻤﭽﻮن ﺗﻮﺋﯿﺘﺮ ﻣﯽﺗﻮاﻧﺪ ﺑﻪ ﺑﯿﻨﺶ ﻣﺎ از ﻧﻘﺶ ﺷﺒﮑﻪﻫﺎي اﺟﺘﻤﺎﻋﯽ در رواﺑﻂ ﺑﯿﻦ اﻧﺴﺎنﻫﺎ ﮐﻤﮏ ﮐﻨﺪ. ﯾﺎﻓﺘﻦ اﺟﺘﻤﺎﻋﺎت ﯾﮑﯽ از ﻣﻬﻢﺗﺮﯾﻦ زﻣﯿﻨﻪﻫﺎي ﺗﺤﻘﯿﻘﺎﺗﯽ در ﺣﻮزه ﺗﺤﻠﯿﻞ ﺷﺒﮑﻪﻫﺎي ﭘﯿﭽﯿﺪه اﺳﺖ و ﺑﺎ اﺳﺘﻔﺎده از آن ﻣﯽﺗﻮان ﺳﺎﺧﺘﺎر ﺷﺒﮑﻪﻫﺎي ﭘﯿﭽﯿﺪه را ﺑﻬﺘﺮ درك ﮐﺮد. در اﯾﻦ ﺗﺤﻘﯿﻖ اﻧﻮاع اﺟﺘﻤﺎﻋﺎت در ﺷﺒﮑﻪ اﺟﺘﻤﺎﻋﯽ ﺗﻮﺋﯿﺘﺮ ﻣﻮرد ﺑﺮرﺳﯽ ﻗﺮار ﺧﻮاﻫﺪ ﮔﺮﻓﺖ و ﭘﺲ از آن ﺑﻪ اﻟﮕﻮرﯾﺘﻢﻫﺎي ﻣﺮﺑﻮط ﺑﻪ ﮐﺸﻒ اﯾﻦ اﺟﺘﻤﺎﻋﺎت اﺷﺎره ﺧﻮاﻫﺪ ﺷﺪ و در ﻧﻬﺎﯾﺖ اﺟﺘﻤﺎﻋﺎت ﺷﺒﮑﻪ ﺣﺎﺻﻞ از ﮔﻔﺘﮕﻮﻫﺎ ﭘﯿﺮاﻣﻮن واﮐﺴﻦ ﮐﺮوﻧﺎ ﻣﻮرد ﺑﺮرﺳﯽ و ﺗﺠﺰﯾﻪ و ﺗﺤﻠﯿﻞ ﻗﺮار ﺧﻮاﻫﺪ ﮔﺮﻓﺖ

Social networks increasingly host civil society, a place for sharing knowledge, discussing public matters, and conversing private affairs. Social network conversations, as new public spaces, are as important as other large communities for documentation. Network graphs which are related to conversations in public social networks like Twitter, can help us ponder over the role of social networks in human relations. Detection of communities is one of the most important research areas in the field of complex network analysis and applied to better understand the structure of complex networks. In this study, first varieties of communities will be examined in the social network of Twitter, then algorithms which are related to discovery of these communities will be discussed, finally the network of communities resulting from conversations about Coronavirus vaccination will be scrutinized.