Graph-based organization entity resolution

H Kardes, D Konidena, S Agrawal, H Micah… - US Patent …, 2020 - Google Patents
(57) ABSTRACT A novel entity resolution approach for the organization entity domain can
be implemented in the MapReduce frame work with low memory requirements so that it may …

Learning domain-specific and domain-independent opinion oriented lexicons using multiple domain knowledge

KS Vishnu, T Apoorva, D Gupta - 2014 Seventh International …, 2014 - ieeexplore.ieee.org
Sentiment analysis systems are used to know the opinions of customer reviews. The basic
resource for the sentiment analysis systems are polarity lexicon. Each term in polarity …

Employer industry classification using job postings

M Goindani, Q Liu, J Chao… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
In the recruitment domain, knowing the employer industry of jobs is important to get an
insight about the demand in each industry. The existing system at CareerBuilder uses an …

Lessons learned from develo** and deploying a large-scale employer name normalization system for online recruitment

Q Liu, J Chao, T Mahoney, A Chern, C Min… - Proceedings of the 24th …, 2018 - dl.acm.org
Employer name normalization, or linking employer names in job postings or resumes to
entities in an employer knowledge base (KB), is important for many downstream …

Automatically detecting errors in employer industry classification using job postings

A Chern, Q Liu, J Chao, M Goindani… - Data Science and …, 2018 - Springer
In the recruitment domain, knowing the employer industry of jobs is important to get an
insight about the demand in each industry. The existing system at CareerBuilder uses an …

TMC 2021: 2021 International Workshop on Talent and Management Computing

H **ong, H Zhu, T Xu, X Zhang - Proceedings of the 27th ACM SIGKDD …, 2021 - dl.acm.org
In today's competitive and fast-evolving business environment, it is a critical time for
organizations to rethink how to deal with the talent and management related tasks in a …

Canonicalizing organization names for recruitment domain

N Fatma, N Sachdeva, N Rajput - Proceedings of the 7th ACM IKDD …, 2020 - dl.acm.org
Online recruitment industry relies on various Knowledge Bases (KB) for enabling search and
recommendation systems. These KBs comprise of diverse, non-standard, and large volume …

Avatar: Large scale entity resolution of heterogeneous user profiles

J Balaji, C Min, F Javed, Y Zhu - … of the Second Workshop on Data …, 2018 - dl.acm.org
Entity Resolution (ER), also known as record linkage or de-duplication, has been a long-
standing problem in the data management space. Though an ER system follows an …