Recsplorer: Recommendation Algorithms Based on Precedence Mining

Summary: Introduces precedence mining to estimate future consumption from past behavior, enabling Recsplorer's suite of precedence-based recommendation algorithms. Unlike rating-based CF, it leverages global temporal precedence patterns and is evaluated on real transcripts and live user studies, showing improvements in temporally structured domains. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4236
Venue: SIGMOD
Year: 2010
Pagerank: 5.6335259e-05
Overall Rank: 5,189 | 63.94%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,975	Challenging the Long Tail Recommendation	2012	VLDB	5.7854712e-05

Outgoing Citations (Sorted by Pagerank)

Showing 0 of 0 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
12,016	Generating Top-k Packages via Preference Elicitation	2014	VLDB	4.1905499e-05
8,823	Determining the Impact Regions of Competing Options in Preference Space	2017	SIGMOD	4.4372904e-05
4,437	TencentRec: Real-time Stream Recommendation in Practice	2015	SIGMOD	6.1825805e-05
9,761	TeRec: A Temporal Recommender System Over Tweet Stream	2013	VLDB	4.2833359e-05
11,960	Beyond Itemsets: Mining Frequent Featuresets over Structured Items	2015	VLDB	4.1905499e-05
12,015	Show Me the Money: Dynamic Recommendations for Revenue Maximization	2014	VLDB	4.1905499e-05
2,982	FlexRecs: Expressing and Combining Flexible Recommendations	2009	SIGMOD	7.7771174e-05
8,926	Towards Personalized Maps: Mining User Preferences from Geo-textual Data	2016	VLDB	4.4229886e-05
4,891	Supercharging Recommender Systems using Taxonomies for Learning User Purchase Behavior	2012	VLDB	5.8476762e-05
1,788	StreamRec: A Real-Time Recommender System	2011	SIGMOD	0.00010541173