We would like to de-construct the fans' comments and learn about the nature of these relationship
Mr. Ofer Dekel,
The, "Ashgate Research Companion to Fan Companions," edited by Dr. Stijn Reijnders, Dr.Koos Zwaan, Dr.Linda Duit examines in chapter 8 Fan/Celebrity interactions and social media: connectivity and engagement in Lady Gaga Fandom, which you may find applicable for your current research. For your convenience I have attached the link below where you can find the publication I am referring to.
A publication released in 2014, entitled, "Socially shared mourning: construction and consumption of collective memory," authored by Anu Annika Harju, Examines online mourning practices on YouTube, this article examines video tributes dedicated to the late Steve Jobs, with a focus on collective remembering and collective construction of memory. Combining netnography with Critical Discourse Analysis, the analysis focuses on the user comments where the past unfolds in interaction and meanings are negotiated and contested. The full publication can be accessed via RG, I included the link below.
The Journal of Computer-Mediated Communication released a publication entitled, Publicly Private and Privately Public: Social Networking on YouTube," authored by Patricia G. Lange which I also found quite intriguing and potentially relevant to your current research. An excerpt from the abstract states, "YouTube is a public video-sharing website where people can experience varying degrees of engagement with videos, ranging from casual viewing to sharing videos in order to maintain social relationships. Based on a one-year ethnographic project, this article analyzes how YouTube participants developed and maintained social networks by manipulating physical and interpretive access to their videos." Again, I have provided to the link to this article below. I hope that the information I have provided will assist you for your current research. My pleasure to wish you the best of luck in your future endeavors, would be interested to hear more about your current research. Look forward to hearing from you, hope that you have a wonderful weekend.
Sincerely,
Lars Lafferty
https://books.google.com/books?id=sfTiBAAAQBAJ&pg=PA110&lpg=PA110&dq=Youtube+Celebrity+correlation+with+fans+research&source=bl&ots=aJlewsHfif&sig=_q0m0H4uiEdwjSa7BVcdZioVScY&hl=en&sa=X&ei=XauUVKeKDZHasASSioCQDA&ved=0CDQQ6AEwBA#v=onepage&q=Youtube%20Celebrity%20correlation%20with%20fans%20research&f=false
http://onlinelibrary.wiley.com/doi/10.1111/j.1083-6101.2007.00400.x/full
Conference Paper Socially shared mourning: construction and consumption of co...
I found a lot of studies in the field of Psychology on fans. You could look at Psychology database of journals.
There is a particular scale, Celebrity Attitude Scale that determines the celebrity-fan relationship.
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