小型专业组织:人力资源自动化的人工智能分层架构

Deepanshu Lulla, Deepesh K. Rathore, Sudesh Morey
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引用次数: 0

摘要

本文提出了一种自动化、智能化、自给自足的考勤/人力资源自动化系统架构,该系统可以部署在学校、学院、办公室等任何地方。它由实时识别层(R.T.I.层)、实时数据通信层(r.t.d.c.层)、人机交互层(h.c.i.层)、数据库管理与处理层(D.M.P层)四层组成。该自动化系统性价比高,易于维护。它结合了RFID(基于IEEE 802.15.4协议,2.4 GHz ISM频段),GSM和无线Zigbee(802.15.4)技术以及MATLAB和Excel。本文试图建立一个总体架构,并对如何在专业组织中实现人力管理自动化进行基本概述。与现有系统相比,该系统的主要优点是无线通信、实时数据采集和处理以及MATLAB软、硬件接口。该系统包含一个集成的实时时钟芯片,该芯片与单片机接口,从中获取考勤时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Small professional organizations: An artificially intelligent layered architecture of Human Resources Automation
The paper presents an architecture of automatic, intelligent and self-sustaining Attendance/Human Resources Automation system, which can be deployed anywhere including schools, colleges, offices etc. It is composed of four layers namely Real Time Identification Layer (R.T.I. layer), Real Time Data Communication Layer (R.T.D.C Layer), Human Computer Interaction Layer (H.C.I Layer), Database Management and Processing Layer (D.M.P Layer). The automation system is cost-effective and easily maintainable. It combines RFID (based on IEEE 802.15.4 protocol, 2.4 GHz ISM band), GSM and wireless Zigbee (802.15.4) technologies along with MATLAB and Excel. This paper tries to establish a general architecture and a basic overview of how automation of human management in a professional organization can be done. The proposed system's major advantage over the existing systems is wireless communication, its Real Time Data Acquisition and Processing and MATLAB software-hardware interface. The system contains an integrated Real Time Clock chip interfaced to microcontroller from which time of attendance is taken.
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