What is the meaning of the author id? - Biendata

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Home Discussion Board WhoIsWho-IND-KDD-2024 What is the meaning of the author id?

happycat

What is the meaning of the author id?

posted in WhoIsWho-IND-KDD-2024

2024-05-29 07:41

23 comments

OAG-Challenge Team

Fanjin Zhang reply K.O.

2024-05-30 09:54

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Hi, K.O., I speculate that some clustering methods may identify outliers when outlier labels are more than 50%. We don't intend add these types of author profiles. The IND dataset is derived from the data annotation results of AMiner academic mining system.

K.O. reply Fanjin Zhang

2024-05-30 09:17

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Dear Organizers, Thanks for helding an interesting competition. As noted in other reply, in some cases, outlier labels are more than 50% in one author. In such cases, we cannot identify the majority as normal. Is this intended?

OAG-Challenge Team

Fanjin Zhang reply K.O.

2024-05-30 07:23

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In the link https://www.biendata.xyz/forum/view_post_category/1034615/, the example (8, 6, 6) corresponds to the situation that outliers are more than 50%, but this may be the real situation.

happycat reply K.O.

2024-05-30 06:36

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This is a good question, bro. I haven't checked train_author.json to see if this is true, but it is a problem.

happycat reply Fanjin Zhang

2024-05-30 06:34

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Oh, I see. So we actually choose the one with the most articles among the authors with the same name as the one we are looking for. Taking the link you gave me as an example, (8,6,6) corresponds to 8 probabilities of 1 and 12 probabilities of 0. thanks

K.O.

2024-05-30 06:03

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OAG-Challenge Team

Fanjin Zhang

2024-05-30 04:00

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1

happycat

2024-05-29 08:17

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