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Encouragement of Collaborative Learning Based on Dynamic Groups [chapter]

Ivan Srba, Mária Bieliková
2012 Lecture Notes in Computer Science  
In spite of many existing methods which solve group formation problem, there are a lot of unresearched possibilities how to support effective collaboration.  ...  We proposed a method which employs Group Technology optimization approach to create appropriate assignment of users to groups.  ...  The collaboration process is evaluated after each group finishes solving the particular task.  ... 
doi:10.1007/978-3-642-33263-0_39 fatcat:hjcro5q5lvci3cbjubver5aqya

Intelligent Group Formation in Computer Supported Collaborative Learning Scripts

Ishari Amarasinghe, Davinia Hernandez-Leo, Anders Jonsson
2017 2017 IEEE 17th International Conference on Advanced Learning Technologies (ICALT)  
Constraint Optimization techniques have been used for learner group formation and preliminary tests revealed that the proposed approach could be utilized when formulating student groups while satisfying  ...  Well-structured collaborative learning groups scripted based on Collaborative Learning Flow Patterns (CLFPs) often result in successful collaborative learning outcomes.  ...  student for each task within the Jigsaw group Each Jigsaw group should have a minimum number of students three major phases known as task allocation, expert group formation and Jigsaw group formation.  ... 
doi:10.1109/icalt.2017.62 dblp:conf/icalt/AmarasingheLJ17 fatcat:ptksgfhvhjd43cn3aue43ec3vm

From Complex Object Exploration to Complex Crowdsourcing

Sihem Amer-Yahia, Senjuti Basu Roy
2015 Proceedings of the 24th International Conference on World Wide Web - WWW '15 Companion  
In particular, we will focus on composite item formation in online shopping or recommendation applications, team formation scenarios in online collaborative applications, and group formation in social  ...  formed by a set of sub-tasks or a team of workers who work together to solve the task.  ... 
doi:10.1145/2740908.2741994 dblp:conf/www/Amer-YahiaR15 fatcat:53i72tccjjewjhvs62q7codpsa

Agent based task specific team formation for effective distributed decision making

Arambam James Singh, Sudipta Acharya, Animesh Dutta
2013 2013 10th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology  
Here in this paper we have proposed a methodology for finding efficient team of experts for solution of a given problem collaboratively.  ...  We have also proposed an optimization function which will be used to choose most eligible agents to form the team of experts.  ...  agent A i was involved for solving it with the agents of Group Gn.  ... 
doi:10.1109/ecticon.2013.6559568 fatcat:gmja5cer6ffidnuotmdsdiw5te

Group Formation Using Multi Objectives Ant Colony System for Collaborative Learning

Fitra Zul Fahmi, Dade Nurjanah
2018 Proceeding of the Electrical Engineering Computer Science and Informatics  
Collaborative learning is widely applied in education. One of the key aspects of collaborative learning is group formation.  ...  are used for heterogeneous or mixed group formation.  ...  Group formation is a key factor for supporting the success of collaborative learning activity [4] [5] .  ... 
doi:10.11591/eecsi.v5i5.1711 fatcat:dnwdzn6adrhopl3lnf54uuh3he

Development of online learning groups based on MBTI learning style and fuzzy algorithm

Budi Laksono Putro, Yusep Rosmansyah, Suhardi Suhardi
2020 TELKOMNIKA (Telecommunication Computing Electronics and Control)  
SKACI is a DLE for CPS learning. Fuzzy algorithm for solving dual leadership problems in a group.  ...  Group development is an initial step and an important influence on learning collaborative problem solving (CPS) based on the digital learning environment (DLE).  ...  ACKNOWLEDGEMENTS Praise Allah for all the blessings that He has given.  ... 
doi:10.12928/telkomnika.v18i1.14922 fatcat:5e7f7j2p5bgvxdymp3r6wqrxla

Dynamic Group Formation as an Approach to Collaborative Learning Support

Ivan Srba, Maria Bielikova
2015 IEEE Transactions on Learning Technologies  
In spite of various group formation methods aimed to solve the group compatibility problem, most of the existing approaches do not consider dynamic groups.  ...  We describe (i) a proposal of a novel group formation method based on Group Technology approach, which considers feedback on students' collaboration to improve group formations; (ii) an application of  ...  discussions on the work presented in this paper, and the members of the ALEF team for their direct contribution to tasks and educational materials used in our experiments.  ... 
doi:10.1109/tlt.2014.2373374 fatcat:jl3jemdbhff47jg2rsqm7i5idi

UAV Swarm Intelligence: Recent Advances and Future Trends

Yong-Kun Zhou, Bin Rao, Wei Wang
2020 IEEE Access  
The dynamic uncertain environment and complex tasks determine that the unmanned aerial vehicle (UAV) system is bound to develop towards clustering, autonomy,and intelligence.  ...  Each UAV can solve its local optimization problem, and then through the UAV Information exchange, optimal decision-making for multiple UAV systems [55] .  ...  capabilities, distributed collaborative interaction, and emerging group intelligence.  ... 
doi:10.1109/access.2020.3028865 fatcat:bvru22a2jregnmzbpehefg7irm

Expert Group Formation for Task Performing: Competence-Based Method and Implementation

Mikhail Petrov, Alexey Kashevnik
2018 Zenodo  
The paper presents a method of expert group formation for joint task performing.  ...  The problem of searching a group of experts to solve cross-domain problems remains an important problem in many applications.  ...  An activity diagram of the method for expert group formation Otherwise, all decisions in the list are sorted by decreasing the group's optimality coefficient.  ... 
doi:10.5281/zenodo.4553704 fatcat:ubacpxezcvattemvipspcxrwre

Forming Effective Teams from Agents with Diverse Skill Sets

Kirill Osipov, Gita Sukthankar
2012 2012 International Conference on Social Informatics  
Selection of an optimal group consisting of agents and humans for a given task is an important aspect of the overall challenge of solving complex problems by relying on multiple problem solving groups  ...  BACKGROUND Earlier research in the space of human/computer problem solving groups emphasized use of computational agents as human collaborators and assistants for problem solving scenarios.  ...  where an agent can contribute its skills and the total number of groups that can be formed by a system.  ... 
doi:10.1109/socialinformatics.2012.55 dblp:conf/socialinformatics/OsipovS12 fatcat:bhnfsc47ibfylddbruembb53fi

"The Whole Is Greater Than the Sum of Its Parts": Optimization in Collaborative Crowdsourcing [article]

Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
2015 arXiv   pre-print
and expertise are required to form groups to solve complex tasks.  ...  Central to any collaborative crowdsourcing process is the aspect of successful collaboration among the workers, which, for the first time, is formalized and then optimized in this work.  ...  OPTIMIZATION Problem Settings: For each collaborative task, we intend to form the most appropriate group of workers from the available worker pool.  ... 
arXiv:1502.05106v2 fatcat:hl6frpxfyfemnlowi3o7li3qoe

Intellectual Asset Management for Collaborative Business Support

Achim Karduck, Amadou Sienou
2004 Pacific Asia Conference on Information Systems  
, which incorporates the formation of optimal teams.  ...  This enables new forms of mobile workspaces, which cover the whole value chain from the formation of a service team within an organization, the generation of information to solve problems and the seamless  ...  A Model for Team Formation We define team formation as the process anterior to the forming stage of the group development theory.  ... 
dblp:conf/pacis/KarduckS04 fatcat:bjzprnezyzgdja2cut2arefotu

Formation Generation for Multiple Unmanned Vehicles Using Multi-Agent Hybrid Social Cognitive Optimization Based on the Internet of Things

Zheng Yao, Sentang Wu, Yongming Wen
2019 Sensors  
Multi-agent hybrid social cognitive optimization (MAHSCO) based on the Internet of Things (IoT) is suggested to solve the problem of the generation of formations of unmanned vehicles.  ...  The application of the IoT enables the optimization of distributed computing. To ensure the reliability of the formation algorithm, the convergence of MAHSCO has been proved.  ...  The collaboration of unmanned vehicle groups can be divided into two types: collaboration with formation and collaboration without formation.  ... 
doi:10.3390/s19071600 fatcat:dtsnwimbofentfrhxuajv4jyq4

Machine Learning Empowered Spectrum Sharing in Intelligent Unmanned Swarm Communication Systems: Challenges, Requirements and Solutions

Ximing Wang, Yuhua Xu, Chaohui Chen, Xiaoqin Yang, Jiaxin Chen, Lang Ruan, Yifan Xu, Runfeng Chen
2020 IEEE Access  
However, challenges caused by multiple tasks, distributed collaboration, high dynamics, ultra-dense and jamming threat make it hard for USCS to manage limited spectrum resources.  ...  We found that suitable multi-agent collaborative decision making is promising to realize effective spectrum sharing in both two perspectives.  ...  In the perspective of mathematical formulation, the essence of task-driven is the required constraints (e.g., delay, throughput and packet error rate) when optimizing the spectrum sharing. 2) GROUP COLLABORATION  ... 
doi:10.1109/access.2020.2994198 fatcat:zb6b4ma6cvbhfch2we7sdm4ybu

Dynamic Optimized Bandwidth Management for Teleoperation of Collaborative Robots [chapter]

Chadi Mansour, Mohamad El Hariri, Imad H. Elhajj, Elie Shammas, Daniel Asmar
2016 Recent Advances in Robotic Systems  
Let the collaborative task be executed by n robots and let x i , where i ∈ {1, 2, ... , r}, be the communication rates to be optimized.  ...  A general dynamic optimized bandwidth management system for teleoperation of collaborative robots is formulated in this paper.  ...  Figure 9 . 9 Collaboration Hence, at each time instant, the algorithm solves for the s i 's and then uses the mapping in Dynamic Optimized Bandwidth Management for Teleoperation of Collaborative Robots  ... 
doi:10.5772/63725 fatcat:6zht7kdf2fcu7olkowfxmhvk4m
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