RankMass Crawler: A Crawler with High Personalized PageRank Coverage Guarantee

Summary: RankMass Crawler derives crawling policies with provable personalized-PageRank coverage guarantees from trusted pages. It prioritizes important pages early, enabling principled stopping and efficient indexing, validated on 141M Web URLs. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: hb170d58f80adc8b3
Venue: VLDB
Year: 2007
Pagerank: 5.9682494e-05
Overall Rank: 5,858 | 60.62%
DOI: 10.14778/1325851.1325859

Incoming Non-self Citations Over Time

Authors

1. Junghoo Cho (University of California Los Angeles)
2. Uri Schonfeld (University of California Los Angeles)

BibTeX Citation

@article{cho_vldb07,
        title = {{RankMass Crawler: A Crawler with High Personalized PageRank Coverage Guarantee}},
        author = {Cho, Junghoo and Schonfeld, Uri},
        journal = {PVLDB},
        series = {{VLDB} '07},
        volume = {30},
        number = {2},
        pages = {375--386},
        doi = {10.14778/1325851.1325859},
        url = {https://doi.org/10.14778/1325851.1325859},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,860	Efficient Ad-hoc Search for Personalized PageRank	2013	SIGMOD	9.4876834e-05
12,818	SHARC: Framework for Quality-Conscious Web Archiving	2009	VLDB	4.9793485e-05

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
348	Crawling the Hidden Web	2001	VLDB	0.00020262145
1,265	Focused Crawling Using Context Graphs	2000	VLDB	0.00011272973
2,668	Combating Web Spam with TrustRank	2004	VLDB	8.1549459e-05
3,252	Computing PageRank in a Distributed Internet Search System	2004	VLDB	7.492983e-05
8,337	Efficient and Decentralized PageRank Approximation in a Peer-to-Peer Web Search Network	2006	VLDB	5.352364e-05
8,338	Accurate and Efficient Crawling for Relevant Websites	2004	VLDB	5.352364e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	1,368	Computing Personalized PageRank Quickly by Exploiting Graph Structures	2014	VLDB
2	8,210	Approximating Aggregate Queries about Web Pages via Random Walks	2000	VLDB
3	3,004	Optimized Query Execution in Large Search Engines with Global Page Ordering	2003	VLDB
4	6,271	Page Quality: In Search of an Unbiased Web Ranking	2005	SIGMOD
5	348	Crawling the Hidden Web	2001	VLDB
6	9,856	Optimal Algorithms for Crawling a Hidden Database in the Web	2012	VLDB
7	1,265	Focused Crawling Using Context Graphs	2000	VLDB
8	7,678	The Evolution of the Web and Implications for an Incremental Crawler	2000	VLDB
9	8,338	Accurate and Efficient Crawling for Relevant Websites	2004	VLDB
10	3,252	Computing PageRank in a Distributed Internet Search System	2004	VLDB