Min Song

Orcid: 0000-0003-3255-1600

Affiliations:
  • Yonsei University, Department of Library & Information, Seoul, South Korea
  • New Jersey Institute of Technology, Newark, NJ, USA (2006 - 2012)
  • Drexel University, Philadelphia, PA, USA (2000 - 2005)


According to our database1, Min Song authored at least 187 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Examining between-sectors knowledge transfer in the pharmacology field.
Scientometrics, June, 2024

Transdisciplinary fine-grained citation content analysis: A multi-task learning perspective for citation aspect and sentiment classification.
J. Informetrics, 2024

Editorial: Text mining-based mental health research.
Frontiers Res. Metrics Anal., 2024

PubMed knowledge graph 2.0: Connecting papers, patents, and clinical trials in biomedical science.
CoRR, 2024

DOLAP: A 25 Year Journey Through Research Trends and Performance (Invited Paper).
Proceedings of the 26th International Workshop on Design, 2024

2023
Heading Towards Sub-Discipline Rankings for Higher Education Institutions.
IEEE Trans. Comput. Soc. Syst., December, 2023

High acknowledgement index: Characterizing research supporters with factors of acknowledgement affecting paper citation counts.
J. Informetrics, November, 2023

Exploring the knowledge certainty shift: Metaknowledge analysis on drugs via assertion uncertainty burstiness.
J. Informetrics, May, 2023

A method of constructing a fine-grained sentiment lexicon for the humanities computing of classical chinese poetry.
Neural Comput. Appl., 2023

Integrated entitymetrics analysis for health information on bipolar disorder using social media data and scientific literature.
Aslib J. Inf. Manag., 2023

Jobicon:A Job Icon Dataset for Concept Recognition by Understanding Compositionality.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023

2022
Mining the evolutionary process of knowledge through multiple relationships between keywords.
Scientometrics, 2022

Reply to issues about entitymetrics and paper-entity citation network.
Scientometrics, 2022

Indexing important drugs from medical literature.
Scientometrics, 2022

Automated extraction of information of lung cancer staging from unstructured reports of PET-CT interpretation: natural language processing with deep-learning.
BMC Medical Informatics Decis. Mak., 2022

BertSRC: transformer-based semantic relation classification.
BMC Medical Informatics Decis. Mak., 2022

Exploring the influence of coauthorship with top scientists on researchers' affiliation, research topic, productivity, and impact.
J. Informetrics, 2022

Developing a topic-driven method for interdisciplinarity analysis.
J. Informetrics, 2022

Exploring scientific trajectories of a large-scale dataset using topic-integrated path extraction.
J. Informetrics, 2022

Pandemics are catalysts of scientific novelty: Evidence from COVID-19.
J. Assoc. Inf. Sci. Technol., 2022

MLM-based typographical error correction of unstructured medical texts for named entity recognition.
BMC Bioinform., 2022

SQ2SV: Sequential Queries to Sequential Videos retrieval.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Analyzing knowledge entities about COVID-19 using entitymetrics.
Scientometrics, 2021

Measuring the impact of novelty, bibliometric, and academic-network factors on citation count using a neural network.
J. Informetrics, 2021

A network embedding-based scholar assessment indicator considering four facets: Research topic, author credit allocation, field-normalized journal impact, and published time.
J. Informetrics, 2021

A sensitivity analysis of factors influential to the popularity of shared data in data repositories.
J. Informetrics, 2021

Semisupervised sentiment analysis method for online text reviews.
J. Inf. Sci., 2021

BioPREP: Deep learning-based predicate classification with SemMedDB.
J. Biomed. Informatics, 2021

Exploring the research landscape of data warehousing and mining based on DaWaK Conference full-text articles.
Data Knowl. Eng., 2021

2020
Developing a supervised learning-based social media business sentiment index.
J. Supercomput., 2020

Characterizing user interest in NoSQL databases of social question and answer data.
J. Supercomput., 2020

Incorporating citation impact into analysis of research trends.
Scientometrics, 2020

Two layer-based trajectory analysis of the research trend in automotive fuel industry.
Scientometrics, 2020

Finding rising stars in bibliometric networks.
Scientometrics, 2020

A data-driven analysis of the knowledge structure of library science with full-text journal articles.
J. Libr. Inf. Sci., 2020

Monolingual and multilingual topic analysis using LDA and BERT embeddings.
J. Informetrics, 2020

The pace of artificial intelligence innovations: Speed, talent, and trial-and-error.
J. Informetrics, 2020

Characterizing the psychiatric drug responses of Reddit users from a socialomics perspective.
J. Informetrics, 2020

Examining drug and side effect relation using author-entity pair bipartite networks.
J. Informetrics, 2020

Can pandemics transform scientific novelty? Evidence from COVID-19.
CoRR, 2020

Building a PubMed knowledge graph.
CoRR, 2020

Literature based discovery of alternative TCM medicine for adverse reactions to depression drugs.
BMC Bioinform., 2020

Analyzing the Research Landscape of DaWaK Papers from 1999 to 2019.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2020

2019
Combining entity co-occurrence with specialized word embeddings to measure entity relation in Alzheimer's disease.
BMC Medical Informatics Decis. Mak., 2019

Adopting Text Mining on Rehabilitation Therapy Repositioning for Stroke.
Frontiers Neuroinformatics, 2019

Visualizing a Field of Research: A Methodology of Systematic Scientometric Reviews.
CoRR, 2019

An application of convolutional neural networks with salient features for relation classification.
BMC Bioinform., 2019

Depth Estimation From a Single Image Using Guided Deep Network.
IEEE Access, 2019

Evaluating Research Novelty Detection: Counterfactual Approaches.
Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing, 2019

AutoSense Model for Word Sense Induction.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
The funding factor: a cross-disciplinary examination of the association between research funding and citation impact.
Scientometrics, 2018

Topology-driven trend analysis for drug discovery.
J. Informetrics, 2018

A scalable and adaptive method for finding semantically equivalent cue words of uncertainty.
J. Informetrics, 2018

Investigating drug-disease interactions in drug-symptom-disease triples via citation relations.
J. Assoc. Inf. Sci. Technol., 2018

Topic diffusion analysis of a weighted citation network in biomedical literature.
J. Assoc. Inf. Sci. Technol., 2018

Incorporating product description to sentiment topic models for improved aspect-based sentiment analysis.
Inf. Sci., 2018

Network-based approach to detect novelty of scholarly literature.
Inf. Sci., 2018

Application of Public Knowledge Discovery Tool (PKDE4J) to Represent Biomedical Scientific Knowledge.
Frontiers Res. Metrics Anal., 2018

The landscape of smart aging: Topics, applications, and agenda.
Data Knowl. Eng., 2018

Relation extraction for biological pathway construction using node2vec.
BMC Bioinform., 2018

Measuring the Impact of Topic Drift in Scholarly Networks.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

2017
Cross-Cultural Personality Prediction based on Twitter Data.
J. Softw., 2017

Standing on the shoulders of giants.
J. Informetrics, 2017

Understanding the Correlations between Social Attention and Topic Trends of Scientific Publications.
J. Data Inf. Sci., 2017

Ensemble analysis of topical journal ranking in bioinformatics.
J. Assoc. Inf. Sci. Technol., 2017

Comparative evaluation of bibliometric content networks by tomographic content analysis: An application to Parkinson's disease.
J. Assoc. Inf. Sci. Technol., 2017

Exploring characteristics of highly cited authors according to citation location and content.
J. Assoc. Inf. Sci. Technol., 2017

An adaptable fine-grained sentiment analysis for summarization of multiple short online reviews.
Data Knowl. Eng., 2017

Data-driven Pattern Analysis of Acknowledgments in the Biomedical Domain.
Data Inf. Manag., 2017

Analyzing the field of bioinformatics with the multi-faceted topic modeling technique.
BMC Bioinform., 2017

Using full-text data to create improved term maps.
Proceedings of the 16th International Conference on Scientometrics and Informetrics, 2017

Representing Scientific Knowledge - The Role of Uncertainty
Springer, ISBN: 978-3-319-62541-6, 2017

2016
Understanding the evolving academic landscape of library and information science through faculty hiring data.
Scientometrics, 2016

Subject-method topic network analysis in communication studies.
Scientometrics, 2016

Establishing a baseline for literature mining human genetic variants and their relationships to disease cohorts.
BMC Medical Informatics Decis. Mak., 2016

Opinion polarity detection in Twitter data combining shrinkage regression and topic modeling.
J. Informetrics, 2016

Content- and proximity-based author co-citation analysis using citation sentences.
J. Informetrics, 2016

Trajectory analysis of drug-research trends in pancreatic cancer on PubMed and ClinicalTrials.gov.
J. Informetrics, 2016

Topic-based content and sentiment analysis of Ebola virus on Twitter and in the news.
J. Inf. Sci., 2016

Author credit-assignment schemas: A comparison and analysis.
J. Assoc. Inf. Sci. Technol., 2016

Examining Characteristics of Traditional and Twitter Citation.
Frontiers Res. Metrics Anal., 2016

Exploring the Leading Authors and Journals in Major Topics by Citation Sentences and Topic Modeling.
Proceedings of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL) co-located with the Joint Conference on Digital Libraries 2016 (JCDL 2016), 2016

Building Content-driven Entity Networks for Scarce Scientific Literature using Content Information.
Proceedings of the Fifth Workshop on Building and Evaluating Resources for Biomedical Text Mining, 2016

Refactoring the Genia Event Extraction Shared Task Toward a General Framework for IE-Driven KB Development.
Proceedings of the 4th BioNLP Shared Task Workshop, BioNLP 2016, 2016

Exploring perceptual differences of experts and the public on diabetes.
Proceedings of the 2016 International Conference on Big Data and Smart Computing, 2016

2015
Identifying the landscape of Alzheimer's disease research with network and content analysis.
Scientometrics, 2015

Coherence analysis of research and education using topic modeling.
Scientometrics, 2015

Developing a hybrid dictionary-based bio-entity recognition technique.
BMC Medical Informatics Decis. Mak., 2015

Tracing database usage: Detecting main paths in database link networks.
J. Informetrics, 2015

Exploring author name disambiguation on PubMed-scale.
J. Informetrics, 2015

SemPathFinder: Semantic path analysis for discovering publicly unknown knowledge.
J. Informetrics, 2015

PKDE4J: Entity and relation extraction for public knowledge discovery.
J. Biomed. Informatics, 2015

Identifying the topology of the K-pop video community on YouTube: A combined Co-comment analysis approach.
J. Assoc. Inf. Sci. Technol., 2015

Finding the Differences between the Perceptions of Experts and the Public in the Field of Diabetes.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Exploring Context-Sensitive Query Reformulation in a Biomedical Digital Library.
Proceedings of the Digital Libraries: Providing Quality Information, 2015

Extraction of Fine-grained Semantic Relations for the Human Variome.
Proceedings of the ACM Ninth International Workshop on Data and Text Mining in Biomedical Informatics, 2015

DTMBIO 2015: International Workshop on Data and Text Mining in Biomedical Informatics.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Analyzing Subject-Method Network of Bioinformatics and Biology.
Proceedings of the ACM Ninth International Workshop on Data and Text Mining in Biomedical Informatics, 2015

Analyzing the Landscape of Anti-Cancer Drug Research in Pancreatic Cancer.
Proceedings of the ACM Ninth International Workshop on Data and Text Mining in Biomedical Informatics, 2015

A Flexible Text Mining System for Entity and Relation Extraction in PubMed.
Proceedings of the ACM Ninth International Workshop on Data and Text Mining in Biomedical Informatics, 2015

Exploring concept graphs for biomedical literature mining.
Proceedings of the 2015 International Conference on Big Data and Smart Computing, 2015

2014
Analyzing topic evolution in bioinformatics: investigation of dynamics of the field with conference data in DBLP.
Scientometrics, 2014

Investigating the integrated landscape of the intellectual topology of bioinformatics.
Scientometrics, 2014

Content-based author co-citation analysis.
J. Informetrics, 2014

Time gap analysis by the topic model-based temporal technique.
J. Informetrics, 2014

Exploring characteristics of video consuming behaviour in different social media using K-pop videos.
J. Inf. Sci., 2014

Productivity and influence in bioinformatics: A bibliometric analysis using PubMed central.
J. Assoc. Inf. Sci. Technol., 2014

Content-based citation analysis: The next generation of citation analysis.
J. Assoc. Inf. Sci. Technol., 2014

Analyzing the Political Landscape of 2012 Korean Presidential Election in Twitter.
IEEE Intell. Syst., 2014

Mapping biological entities using the Longest Approximately Common Prefix method.
BMC Bioinform., 2014

Investigating socio-cultural behavior of users reflected in different social channels on K-pop.
Proceedings of the 23rd International World Wide Web Conference, 2014

Grounded Feature Selection for Biomedical Relation Extraction by the Combinative Approach.
Proceedings of the ACM 8th International Workshop on Data and Text Mining in Bioinformatics, 2014

A Display of Conceptual Structures in the Epidemiologic Literature.
Proceedings of the ACM 8th International Workshop on Data and Text Mining in Bioinformatics, 2014

An Exploration of the Collaborative Networks for Clinical and Academic Domains in AIDS Research: A Spatial Scientometric Approach.
Proceedings of the ACM 8th International Workshop on Data and Text Mining in Bioinformatics, 2014

Biomedical Named Entity Recognition Based on the Combination of Regional and Global Text Features.
Proceedings of the ACM 8th International Workshop on Data and Text Mining in Bioinformatics, 2014

Inferring Undiscovered Public Knowledge by Using Text Mining-driven Graph Model.
Proceedings of the ACM 8th International Workshop on Data and Text Mining in Bioinformatics, 2014

DTMBIO 2014: International Workshop on Data and Text Mining in Biomedical Informatics.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
Text Categorization of Biomedical Data Sets Using Graph Kernels and a Controlled Vocabulary.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013

Detecting the knowledge structure of bioinformatics by mining full-text collections.
Scientometrics, 2013

Generation and application of drug indication inference models using typed network motif comparison analysis.
BMC Medical Informatics Decis. Mak., 2013

Understanding the evolution of multiple scientific research domains using a content and network approach.
J. Assoc. Inf. Sci. Technol., 2013

Seeking beyond with IntegraL: A user study of sense-making enabled by anchor-based virtual integration of library systems.
J. Assoc. Inf. Sci. Technol., 2013

Investigation into the existence of the indexer effect in key phrase extraction.
Inf. Res., 2013

Enhancing biomedical concept extraction using semantic relationship weights.
Int. J. Data Min. Bioinform., 2013

Entitymetrics: Measuring the Impact of Entities.
CoRR, 2013

An Ontology-Based Approach to Sentiment Classification of Mixed Opinions in Online Restaurant Reviews.
Proceedings of the Social Informatics - 5th International Conference, 2013

RT^2M: Real-Time Twitter Trend Mining System.
Proceedings of the 2013 International Conference on Social Intelligence and Technology, 2013

A prototype application for real-time recognition and disambiguation of clinical abbreviations.
Proceedings of the Proceeding of the 7rd International Workshop on Data and Text Mining in Bioinformatics, 2013

BoDBES: a boosted dictionary-based biomedical entity spotter.
Proceedings of the Proceeding of the 7rd International Workshop on Data and Text Mining in Bioinformatics, 2013

Workshop summary for the 2013 international workshop on mining unstructured big data using natural language processing.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

DTMBIO 2013: international workshop on data and text mining in biomedical informatics.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Discovering context-specific relationships from biological literature by using multi-level context terms.
BMC Medical Informatics Decis. Mak., 2012

Biomedical text categorization with concept graph representations using a controlled vocabulary.
Proceedings of the 11th International Workshop on Data Mining in Bioinformatics, 2012

Concept chaining utilizing meronyms in text characterization.
Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012

Personalized query expansion in the QIC system.
Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012

A technique for suggesting related Wikipedia articles using link analysis.
Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012

A Trend Analysis of Domain-Specific Literatures with Content and Co-author Network Similarity.
Proceedings of the Outreach of Digital Libraries: A Globalized Resource Network, 2012

Research on multi-agent comprehensive evaluation model based on attribute coordinate.
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012

DTMBIO 2012: international workshop on data and text mining in biomedical informatics.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Session details: Mining biological data and text.
Proceedings of the ACM sixth international workshop on Data and text mining in biomedical informatics, 2012

TNMCA: generation and application of network motif based inference models for drug repositioning.
Proceedings of the ACM sixth international workshop on Data and text mining in biomedical informatics, 2012

Mapping the field of Bioinformatics with a content and co-authorship analysis.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

2011
Combining Supervised Learning Techniques to Key-Phrase Extraction for Biomedical Full-Text.
Int. J. Intell. Inf. Technol., 2011

Combining active learning and semi-supervised learning techniques to extract protein interaction sentences.
BMC Bioinform., 2011

Building the process-drug-side effect network to discover the relationship between biological Processes and side effects.
BMC Bioinform., 2011

Developing a concept extraction technique with ensemble pathway.
Proceedings of the 2011 Joint International Conference on Digital Libraries, 2011

Novel Recommendation Based on Personal Popularity Tendency.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

DTMBIO 2011: international workshop on data and textmining in biomedical informatics.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Extracting biomedical concepts from fulltext by relative importance in a graph model.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

A Dynamic and Semantically-Aware Technique for Document Clustering in Biomedical Literature.
Proceedings of the Integrations of Data Warehousing, Data Mining and Database Technologies, 2011

2010
Detecting duplicate biological entities using Markov random field-based edit distance.
Knowl. Inf. Syst., 2010

Supplementing virtual documents with just-in-time hypermedia functionality.
Int. J. Digit. Libr., 2010

LFXtractor: Text chunking for long form detection from biomedical text.
Int. J. Funct. Informatics Pers. Medicine, 2010

Detecting duplicate biological entities using Shortest Path Edit Distance.
Int. J. Data Min. Bioinform., 2010

MKEM: a Multi-level Knowledge Emergence Model for mining undiscovered public knowledge.
BMC Bioinform., 2010

IntegraL Connects Data, User and Scientists.
Proceedings of the IASSIST 2010, 2010

A Quantitative Assessment of SENSATIONAL with an Exploration of Its Applications.
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

DTMBIO workshop summary.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Biomedical concept extraction using concept graphs and ontology-based mapping.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

Shortest path edit distance for detecting duplicate biological entities.
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010

2009
Deep Web Mining through Web Services.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Text Categorization.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

A Dynamic and Semantically-Aware Technique for Document Clustering in Biomedical Literature.
Int. J. Data Warehous. Min., 2009

Fast max-margin clustering for unsupervised word sense disambiguation in biomedical texts.
BMC Bioinform., 2009

An outcome discovery system to determine mortality factors in primary care facilities.
Proceedings of the Proceeding of the 3rd International Workshop on Data and Text Mining in Bioinformatics, 2009

2008
Biomedical Ontologies and Text Mining for Biomedicine and Healthcare: A Survey.
J. Comput. Sci. Eng., 2008

Preface for the special issue on Knowledge Discovery and Management in Health Informatics.
J. Comput. Sci. Eng., 2008

IntegraL: Lightweight Link-Based Integration of Heterogeneous Digital Library Collections and Services in the Deep Web.
Proceedings of the 10th IEEE International Conference on E-Commerce Technology (CEC 2008) / 5th IEEE International Conference on Enterprise Computing, 2008

Document Clustering by Semantic Smoothing and Dynamic Growing Cell Structure (DynGCS) for Biomedical Literature.
Proceedings of the Data Warehousing and Knowledge Discovery, 10th International Conference, 2008

2007
Integration of association rules and ontologies for semantic query expansion.
Data Knowl. Eng., 2007

A comparison study on algorithms of detecting long forms for short forms in biomedical text.
BMC Bioinform., 2007

A Hybrid Abbreviation Extraction Technique for Biomedical Literature.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007

2006
A semi-supervised efficient learning approach to extract biological relationships from web-based biomedical digital library.
Web Intell. Agent Syst., 2006

Keyphrase extraction-based query expansion in digital libraries.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2006

Automatic Extraction for Creating a Lexical Repository of Abbreviations in the Biomedical Literature.
Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006

2005
KXtractor: An Effective Biomedical Information Extraction Technique Based on Mixture Hidden Markov Models.
Trans. Comp. Sys. Biology, 2005

TREC 2005 Enterprise Track Results from Drexel.
Proceedings of the Fourteenth Text REtrieval Conference, 2005

An Automatic Unsupervised Querying Algorithm for Efficient Information Extraction in Biomedical Domain.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Integrating Text Chunking with Mixture Hidden Markov Models for Effective Biomedical Information Extraction.
Proceedings of the Computational Science, 2005

Semantic Query Expansion Combining Association Rules with Ontologies and Information Retrieval Techniques.
Proceedings of the Data Warehousing and Knowledge Discovery, 2005

Mining undiscovered public knowledge from complementary and non-interactive biomedical literature through semantic pruning.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004
Design and Development of a Cross Search Engine for Multiple Heterogeneous Databases Using UML and Design Patterns.
Inf. Syst. Frontiers, 2004

Ontology-Based Scalable and Portable Information Extraction System to Extract Biological Knowledge from Huge Collection of Biomedical Web Documents.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Extracting and mining protein-protein interaction network from biomedical literature.
Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004

Designing and developing an automatic interactive keyphrase extraction system with Unified Modeling Language (UML).
Proceedings of the Managing and Enhancing Information: Cultures and Conflicts, 2004

2003
KPSpotter: a flexible information gain-based keyphrase extraction system.
Proceedings of the Fifth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2003), 2003

2002
Interactive visualization system with multidimensional scaling.
Proceedings of the Information, Connetcitons and Community, 2002


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