MANYASPECTS: A System for Highlighting Diverse Concepts in Documents

Summary: MANYASPECTS selects a small, diverse set of sentences via coverage and orthogonality criteria, producing aspect-oriented document summaries. It supports text/RSS/Atom, forum opinion mining, and comparative exploration with clustering and SVD baselines. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 9967
Venue: VLDB
Year: 2008
Pagerank: -
Overall Rank: 13,774 | 5.50%
DOI: 10.14778/1454159.1454162

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

1. Kun Liu (IBM)
2. Evimaria Terzi (IBM)
3. Tyrone Grandison (IBM)

BibTeX Citation

@article{liu_vldb08,
        title = {{MANYASPECTS: A System for Highlighting Diverse Concepts in Documents}},
        author = {Liu, Kun and Terzi, Evimaria and Grandison, Tyrone},
        journal = {PVLDB},
        series = {{VLDB} '08},
        volume = {1},
        number = {1},
        pages = {1444--1455},
        doi = {10.14778/1454159.1454162},
        url = {https://doi.org/10.14778/1454159.1454162},
        year = {2008}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

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
1	1,153	Efficient Diversity-Aware Search	2011	SIGMOD
2	7,333	Interesting-Phrase Mining for Ad-Hoc Text Analytics	2010	VLDB
3	13,709	Integrating Keyword Search with Multiple Dimension Tree Views over a Summary Corpus Data Cube	2010	SIGMOD
4	4,631	Interactive Summarization and Exploration of Top Aggregate Query Answers	2018	VLDB
5	5,689	Towards the Web of Concepts: Extracting Concepts from Large Datasets	2010	VLDB
6	13,498	NEWS: News Event Walker and Summarizer	2019	SIGMOD
7	11,934	Sherlock: A System for Interactive Summarization of Large Text Collections	2018	VLDB
8	12,114	DocRicher: An Automatic Annotation System for Text Documents Using Social Media	2015	SIGMOD
9	12,282	Aggregating Semantic Annotators	2013	VLDB
10	9,595	SuDocu: Summarizing Documents by Example	2020	VLDB