公开(公告)号：US12115457B2

公开(公告)日：2024-10-15

申请号：US17696365

申请日：2022-03-16

Applicant: Sony Interactive Entertainment Inc.

Inventor： Arthur Salazar ,  Xiaohan Zhang

IPC: A63F13/75 ,  A63F13/87 ,  G06N20/20

CPC classification number: A63F13/75 ,  A63F13/87 ,  G06N20/20

Abstract: A machine learning (ML) model is used to identify spam messages and spammers in computer game settings based on learned gamer behavior. Message text may also be used. An evaluator module receives the score(s) from the ML model(s) indicating whether a particular message is spam and when the score(s) satisfy a threshold, passes the message to a punishment module to determine whether the warn, suspend, or ban the sending account.

公开(公告)号：US11964209B2

公开(公告)日：2024-04-23

申请号：US17697500

申请日：2022-03-17

Applicant: Sony Interactive Entertainment Inc.

Inventor： Arthur Salazar ,  Xiaohan Zhang

IPC: A63F13/00 ,  A63F13/79 ,  H04L67/131

CPC classification number: A63F13/79 ,  H04L67/131

Abstract: A machine learning (ML) model is used to identify spam messages and spammers in computer game settings based on learned gamer behavior. An evaluator module receives score(s) from the ML model indicating whether a particular message is spam or other undesired message and when the scores satisfy a threshold, passes the message to a punishment module to determine whether the warn, suspend, or ban the sending account.

公开(公告)号：US20230294002A1

公开(公告)日：2023-09-21

申请号：US17697500

申请日：2022-03-17

Applicant: Sony Interactive Entertainment Inc.

Inventor： Arthur Salazar ,  Xiaohan Zhang

IPC: A63F13/79 ,  H04L67/131

CPC classification number: A63F13/79 ,  H04L67/38

Abstract: A machine learning (ML) model is used to identify spam messages and spammers in computer game settings based on learned gamer behavior. An evaluator module receives score(s) from the ML model indicating whether a particular message is spam or other undesired message and when the scores satisfy a threshold, passes the message to a punishment module to determine whether the warn, suspend, or ban the sending account.

公开(公告)号：US20230311005A1

公开(公告)日：2023-10-05

申请号：US17696365

申请日：2022-03-16

Applicant: Sony Interactive Entertainment Inc.

Inventor： Arthur Salazar ,  Xiaohan Zhang

IPC: A63F13/75 ,  G06N20/20 ,  A63F13/87

CPC classification number: A63F13/75 ,  A63F13/87 ,  G06N20/20

Abstract: A machine learning (ML) model is used to identify spam messages and spammers in computer game settings based on learned gamer behavior. Message text may also be used. An evaluator module receives the score(s) from the ML model(s) indicating whether a particular message is spam and when the score(s) satisfy a threshold, passes the message to a punishment module to determine whether the warn, suspend, or ban the sending account.

公开(公告)号：US20240342615A1

公开(公告)日：2024-10-17

申请号：US18602557

申请日：2024-03-12

Applicant: Sony Interactive Entertainment Inc.

Inventor： Arthur Salazar ,  Xiaohan Zhang

IPC: A63F13/79 ,  H04L67/131

CPC classification number: A63F13/79 ,  H04L67/131

Abstract: A machine learning (ML) model is used to identify spam messages and spammers in computer game settings based on learned gamer behavior. An evaluator module receives score(s) from the ML model indicating whether a particular message is spam or other undesired message and when the scores satisfy a threshold, passes the message to a punishment module to determine whether the warn, suspend, or ban the sending account.