Competitor identification: A review of use cases, data sources, and algorithms
Businesses have to deal with and survive in competitive, constantly changing landscapes
due to new entrants and exogenous shocks like the COVID-19 pandemic. Furthermore …
due to new entrants and exogenous shocks like the COVID-19 pandemic. Furthermore …
Location driven influence maximization: Online spread via offline deployment
Existing works on influence maximization (IM) aim at finding influential online users as seed
nodes. Originated from these seed nodes, large online influence spread can be triggered …
nodes. Originated from these seed nodes, large online influence spread can be triggered …
Location influence in location-based social networks
Location-based social networks (LBSN) are social networks complemented with location
data such as geo-tagged activity data of its users. In this paper, we study how users of a …
data such as geo-tagged activity data of its users. In this paper, we study how users of a …
Mining competitors from large unstructured datasets
G Valkanas, T Lappas… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In any competitive business, success is based on the ability to make an item more appealing
to customers than the competition. A number of questions arise in the context of this task …
to customers than the competition. A number of questions arise in the context of this task …
Urban area function zoning based on user relationships in location-based social networks
With advanced development of Internet communication and ubiquitous computing, Social
Networks are providing an important information channel for smart city construction …
Networks are providing an important information channel for smart city construction …
Competitive relationship prediction for points of interest: A neural graphlet based approach
Competition between Points of Interest (POIs) refers to the situation in which two POIs
directly or indirectly provide similar services to secure businesses. A large portion of prior …
directly or indirectly provide similar services to secure businesses. A large portion of prior …
Modeling location-based social network data with area attraction and neighborhood competition
Modeling user check-in behavior helps us gain useful insights about venues as well as the
users visiting them. These insights are important in urban planning and recommender …
users visiting them. These insights are important in urban planning and recommender …
A novel method for identifying competitors using a financial transaction network
Identifying competitors is an essential first step in creating a competitive advantage to
generate superior business performance. Diverse methods for competitor identification have …
generate superior business performance. Diverse methods for competitor identification have …
Competitor identification with memory in a dynamic financial transaction network
Competitor identification (CI) is an essential step in establishing an effective competitive
business strategy. For complex business environments, network-based CI methods have …
business strategy. For complex business environments, network-based CI methods have …
Annotated examples and parameterized exercises: Analyzing students' behavior patterns
Recent studies of student problem-solving behavior have shown stable behavior patterns
within student groups. In this work, we study patterns of student behavior in a richer self …
within student groups. In this work, we study patterns of student behavior in a richer self …