公开(公告)号：US09519916B2

公开(公告)日：2016-12-13

申请号：US13875917

申请日：2013-05-02

Applicant: 3M INNOVATIVE PROPERTIES COMPANY

Inventor： Brian E. Brooks ,  Brian J. Stankiewicz ,  Jonathan B. Arthur ,  Craig G. Markell ,  Brian L. Linzie

IPC: G06F15/18 ,  G06Q30/02 ,  G06N99/00 ,  G06Q10/04

CPC classification number: G06Q30/0244 ,  G06N99/005 ,  G06Q10/04 ,  G06Q30/02

Abstract: The present invention is directed to systems, articles, and computer-implemented methods for assessing effectiveness of communication content and optimizing content distribution to enhance business objectives. Embodiments of the present invention are directed to computer-implemented methods for a computer-implemented method, comprising conducting an experiment using experimental content to determine effectiveness of communication content and executing, while conducting the experiment, a machine learning routine (MLR) using MLR content to enhance an effectiveness metric.

公开(公告)号：US20130246162A1

公开(公告)日：2013-09-19

申请号：US13875917

申请日：2013-05-02

Applicant: 3M INNOVATIVE PROPERTIES COMPANY

Inventor： Brian E. Brooks ,  Brian J. Stankiewicz ,  Jonathan B. Arthur ,  Craig G. Markell ,  Brian L. Linzie

IPC: G06Q30/02

CPC classification number: G06Q30/0244 ,  G06N99/005 ,  G06Q10/04 ,  G06Q30/02

Abstract: The present invention is directed to systems, articles, and computer-implemented methods for assessing effectiveness of communication content and optimizing content distribution to enhance business objectives. Embodiments of the present invention are directed to computer-implemented methods for a computer-implemented method, comprising conducting an experiment using experimental content to determine effectiveness of communication content and executing, while conducting the experiment, a machine learning routine (MLR) using MLR content to enhance an effectiveness metric.

Abstract translation: 本发明涉及用于评估通信内容的有效性并优化内容分发以增强业务目标的系统，文章和计算机实现的方法。 本发明的实施例涉及用于计算机实现的方法的计算机实现的方法，包括使用实验内容进行实验以确定通信内容的有效性并且在进行实验的同时执行使用MLR内容的机器学习例程（MLR） 以提高有效性度量。