LeadsRobot: A Sales Leads Generation Robot Based on Big Data Analytics

被引:0
作者
Zeng, Jing [1 ,2 ,3 ]
Che, Jin [2 ]
Xing, Chunxiao [1 ]
Zhang, Liang-Jie [2 ,3 ]
机构
[1] Tsinghua Univ, Res Inst Web Informat, Beijing, Peoples R China
[2] Kingdee Int Software Inc, Shenzhen, Peoples R China
[3] Natl Engn Res Ctr Supporting Software Enterprise, Shenzhen, Peoples R China
来源
BIG DATA - BIGDATA 2018 | 2018年 / 10968卷
关键词
Sale leads; NLP; Big data; Robot;
D O I
10.1007/978-3-319-94301-5_21
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Sale leads are the essential concern of salesman and marketing staffs, who may seek them in blindly searching by using search engine in a substantial of online information. Unfortunately, it is tricky to extract useful and valuable leads from such huge online data. To address this issue, in this paper, we present a leads generation robot-LeadsRobot, which is a software enabled robot. It can intelligently understand the requirements of leads for salesman and then automatically mine the leads from web big data to recommend them to salesman. A robot architecture is devised with service based technologies, it can accomplish the automatic understanding, crawling, analysis and recommendation. To achieve the task, we use automatic web crawling to gain the raw data from web data. Natural language processing is employed for extract leads from them, then intelligence recommendation is proceeded for salesman via word2vec based text analysis. Finally we demonstrate our proposed robot in a real application case and evaluate performance of system to show its efficiency and effectiveness.
引用
收藏
页码:277 / 290
页数:14
相关论文
共 15 条
[1]  
[Anonymous], P 4 WORKSH STAT MACH
[2]  
[Anonymous], 2004, P 2004 C EMP METH NA
[3]   Principles and Practice of Scaled Difference Chi-Square Testing [J].
Bryant, Fred B. ;
Satorra, Albert .
STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 2012, 19 (03) :372-398
[4]  
Btoush MH, 2016, INT J ADV COMPUT SC, V7, P331
[5]   An Overview of Business Intelligence Technology [J].
Chaudhuri, Surajit ;
Dayal, Umeshwar ;
Narasayya, Vivek .
COMMUNICATIONS OF THE ACM, 2011, 54 (08) :88-98
[6]  
Gross HM, 2008, IEEE SYS MAN CYBERN, P3470
[7]   Advances in natural language processing [J].
Hirschberg, Julia ;
Manning, Christopher D. .
SCIENCE, 2015, 349 (6245) :261-266
[8]  
Masuch N, 2017, AAMAS'17: PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS, P1796
[9]   An Indoor Navigation Service Robot System Based on Vibration Tactile Feedback [J].
Peng, Huang ;
Song, Guangming ;
You, Jian ;
Zhang, Ying ;
Lian, Jie .
INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS, 2017, 9 (03) :331-341
[10]  
Ramos Juan., 2003, USING TF IDF DETERMI, V242, P29