Subjective Knowledge Base Construction Powered By Crowdsourcing and Knowledge Base

Summary: Subjective KB construction via crowdsourcing augments KBs with opinion-based facts. Two-stage framework: build a core subjective KB from KBs; then enrich with crowd-annotated subjective properties using cost-aware adaptive and batch-mode annotation. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5514
Venue: SIGMOD
Year: 2018
Pagerank: 5.5574654e-05
Overall Rank: 7,729 | 46.98%
DOI: 10.1145/3183713.3183732

Incoming Non-self Citations Over Time

Authors

1. Hao Xin (Hong Kong University of Science and Technology)
2. Rui Meng (Beijing Institute of Technology)
3. Lei Chen (Hong Kong University of Science and Technology)

BibTeX Citation

@inproceedings{xin_sigmod18,
        title = {{Subjective Knowledge Base Construction Powered By Crowdsourcing and Knowledge Base}},
        author = {Xin, Hao and Meng, Rui and Chen, Lei},
        series = {{SIGMOD} '18},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3183713.3183732},
        url = {https://dl.acm.org/doi/10.1145/3183713.3183732},
        year = {2018}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
7,697	Subjective Databases	2019	VLDB	5.5659533e-05

Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
65	Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge	2008	SIGMOD	0.00038697603
196	CrowdER: Crowdsourcing Entity Resolution	2012	VLDB	0.00025780596
908	Probase: A Probabilistic Taxonomy for Text Understanding	2012	SIGMOD	0.00013300624
1,101	KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing	2015	SIGMOD	0.00012168934
1,443	Crowdsourcing Algorithms for Entity Resolution	2014	VLDB	0.00010773106
3,262	iCrowd: An Adaptive Crowdsourcing Framework	2015	SIGMOD	7.5846052e-05
3,314	Finish Them!: Pricing Algorithms for Human Computation	2014	VLDB	7.5279588e-05
3,904	QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications	2015	SIGMOD	7.0304212e-05
4,538	Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach	2016	SIGMOD	6.6404776e-05
4,539	Reducing Uncertainty of Schema Matching via Crowdsourcing	2013	VLDB	6.6403822e-05
7,136	Mining Subjective Properties on the Web	2015	SIGMOD	5.6939829e-05
8,788	Managing General and Individual Knowledge in Crowd Mining Applications	2015	CIDR	5.3726124e-05
8,789	CrowdMiner: Mining association rules from the crowd	2013	VLDB	5.3726124e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	8,788	Managing General and Individual Knowledge in Crowd Mining Applications	2015	CIDR
2	4,915	Crowdsourced Top-k Algorithms: An Experimental Evaluation	2016	VLDB
3	2,990	Knowledge Expansion over Probabilistic Knowledge Bases	2014	SIGMOD
4	2,351	From Data Fusion to Knowledge Fusion	2014	VLDB
5	2,917	Query-Driven On-The-Fly Knowledge Base Construction	2018	VLDB
6	7,628	User Guidance for Efficient Fact Checking	2019	VLDB
7	11,980	Building Structured Databases of Factual Knowledge from Massive Text Corpora	2017	SIGMOD
8	3,231	Truth Inference in Crowdsourcing: Is the Problem Solved?	2017	VLDB
9	7,630	Pushing the Boundaries of Crowd-enabled Databases with Query-driven Schema Expansion	2012	VLDB
10	4,834	KBPearl: A Knowledge Base Population System Supported by Joint Entity and Relation Linking	2020	VLDB