Graph-Based Crowd Definition for Assessing Wise Crowd Measures

Jodłowiec, Marcin; Krótkiewicz, Marek; Palak, Rafał; Wojtkiewicz, Krystian

doi:10.1007/978-3-030-28377-3_6

Cited by 5 publications

(8 citation statements)

References 15 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…In this research, we have focused on two main steps needed to adopt the model defined in [4]. At first, we checked if the node definition is suitable to represent individual deductive systems.…”

Section: Methodsmentioning

confidence: 99%

“…For the sake of uniformity, Jodłowiec et al [4] proposed the universal definition of collective suitable for the identification of its features regardless of the implementation area. They assumed the collective to be a graph defined as a tuple:…”

Section: Collective Studymentioning

confidence: 99%

“…However, they lack the flexibility of the aforementioned model. Thus, we decided to rely on the approach presented in [4].…”

Section: Collective Studymentioning

confidence: 99%

“…Instead of solving the accuracy issue by introducing more rules into the system, in this article, we will focus on the approach that solves the problem by combining responses from various deductive systems into a uniform one. Our solution uses a collective intelligence approach, in particular, a model defined in [4] that utilises graph theory to describe the complexity of the collective structure.…”

Section: Deductive Systemsmentioning

confidence: 99%

“…Thus, for the sake of uniformity, a collective approach is introduced in this paper. The proposed solution utilises the model defined in [4], assuming each of the deductive systems as a collective member.…”

Section: Introductionmentioning

confidence: 99%

See 4 more Smart Citations

The Formal Framework for Collective Systems

Palak

Wojtkiewicz

2021

Axioms

Self Cite

View full text Add to dashboard Cite

Automated reasoning is becoming crucial for information systems. Building one uniform decision support system has become too complicated. The natural approach is to divide the task and combine the results from different subsystems into one uniform answer. It is the basic idea behind the system approach, where one solution is a composition of multiple subsystems. In this paper, the main emphasis is on establishing the theoretical framework that combines various reasoning methods into a collective system. The system’s formal abstraction uses graph theory and provides a discussion on possible aggregation function definitions. The proposed framework is a tool for building and testing specific approaches rather than the solution itself.

show abstract

Section: Methodsmentioning

confidence: 99%

Section: Collective Studymentioning

confidence: 99%

“…However, they lack the flexibility of the aforementioned model. Thus, we decided to rely on the approach presented in [4].…”

Section: Collective Studymentioning

confidence: 99%

Section: Deductive Systemsmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%