Knowledge Tree
crowdsourcing
Facts (13)
Sources
Construction of Knowledge Graphs: State and Challenges - arXiv arxiv.org 7 facts
referenceM. Acosta, A. Zaveri, E. Simperl, D. Kontokostas, S. Auer, and J. Lehmann proposed a method for crowdsourcing linked data quality assessment in a 2013 International Semantic Web Conference paper.
referenceThe 'CrowdCleaner' system performs data cleaning for multi-version data on the web via crowdsourcing, as presented at the IEEE 30th International Conference on Data Engineering (ICDE 2014) in Chicago, IL.
claimA common approach to evaluating knowledge graphs involves using crowdsourcing techniques or expert knowledge to spot errors or verify facts during the validation phase.
referenceThe 'KATARA' system performs reliable data cleaning using knowledge bases and crowdsourcing, as published in the Proceedings of the VLDB Endowment in 2015.
referenceZenCrowd is a system that leverages probabilistic reasoning and crowdsourcing techniques to perform large-scale entity linking, as presented by Demartini, Difallah, and Cudré-Mauroux at the 21st World Wide Web Conference in 2012.
referenceD. Kontokostas, A. Zaveri, S. Auer, and J. Lehmann developed 'TripleCheckMate', a tool for crowdsourcing the quality assessment of linked data, presented at the 2013 International Conference on Knowledge Engineering and the Semantic Web.
claimPaulheim's survey distinguishes between internal and external methods for Knowledge Graph completion: internal approaches rely solely on the knowledge graph as input, while external methods incorporate additional data like text corpora and human knowledge sources such as crowdsourcing.
Seven observations and research questions about Open Design ... cambridge.org Oct 19, 2021 5 facts
claimPrivate open innovation, also known as crowdsourcing or social product development, is an open development process centralized around a formal organization where the outcomes are protected.
claimAitamurto, Holland, and Hussain (2015) suggest that crowdsourcing is particularly helpful in the need-finding phases of the product development process, as it can yield novel solutions that require expert feasibility checks.
claimThe term Open Design embraces practices that share some form of openness but diverge in fundamental aspects, such as Open Source Hardware and crowdsourcing.
claimAitamurto, Holland, and Hussain (2015) inconsistently use the term 'Open Design' to refer to both a specific combination of process and product openness and the broader family of practices including crowdsourcing.
claimCrowdsourcing initiatives provide only short-term openness and leave minimal traces on the Internet once the desired result is achieved.
Does the combination of sustainable business model patterns lead ... link.springer.com Feb 20, 2023 1 fact
claimThe "develop scale-up solutions" archetype involves providing solutions at a large scale to maximize sustainability benefits through collaborative approaches like crowdsourcing and open innovation.