Marti A. Hearst

Orcid: 0000-0002-4346-1603

Affiliations:
  • University of California, Berkeley, School of Information, CA, USA
  • Xerox PARC, Palo Alto, CA, USA (former)


According to our database1, Marti A. Hearst authored at least 182 papers between 1988 and 2024.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2013, "For contributions to information retrieval and computational linguistics.".

Timeline

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Bibliography

2024
Shallow Synthesis of Knowledge in GPT-Generated Texts: A Case Study in Automatic Related Work Composition.
CoRR, 2024

The Role of Text in Visualizations: How Annotations Shape Perceptions of Bias and Influence Predictions.
CoRR, 2024

2023
Paper Plain: Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing.
ACM Trans. Comput. Hum. Interact., October, 2023

Show It or Tell It? Text, Visualization, and Their Combination.
Commun. ACM, October, 2023

Striking a Balance: Reader Takeaways and Preferences when Integrating Text and Charts.
IEEE Trans. Vis. Comput. Graph., 2023

Beyond the Chat: Executable and Verifiable Text-Editing with LLMs.
CoRR, 2023

Complex Mathematical Symbol Definition Structures: A Dataset and Model for Coordination Resolution in Definition Extraction.
CoRR, 2023

Pragmatically Appropriate Diversity for Dialogue Evaluation.
CoRR, 2023

The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfaces.
CoRR, 2023

Scim: Intelligent Skimming Support for Scientific Papers.
Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022
SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization.
Trans. Assoc. Comput. Linguistics, 2022

Why More Text is (Often) Better: Themes from Reader Preferences for Integration of Charts and Text.
CoRR, 2022

Scim: Intelligent Faceted Highlights for Interactive, Multi-Pass Skimming of Scientific Papers.
CoRR, 2022

Semantic Diversity in Dialogue with Natural Language Inference.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

NewsPod: Automatic and Interactive News Podcasts.
Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

Math Augmentation: How Authors Enhance the Readability of Formulas using Novel Visual Design Practices.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021
Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows.
Proc. VLDB Endow., 2021

Inclusive data visualization for people with disabilities: a call to action.
Interactions, 2021

Lux: Always-on Visualization Recommendations for Exploratory Data Science.
CoRR, 2021

News Headline Grouping as a Challenging NLU Task.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Modeling Mathematical Notation Semantics in Academic Papers.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Improving Instruction of Programming Patterns with Faded Parsons Problems.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Augmenting Scientific Papers with Just-in-Time, Position-Sensitive Definitions of Terms and Symbols.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Automatically Generating Cause-and-Effect Questions from Passages.
Proceedings of the 16th Workshop on Innovative Use of NLP for Building Educational Applications, 2021

Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Can Transformer Models Measure Coherence In Text: Re-Thinking the Shuffle Test.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
An Evaluation of Semantically Grouped Word Cloud Designs.
IEEE Trans. Vis. Comput. Graph., 2020

Exploring Challenging Variations of Parsons Problems.
Proceedings of the 51st ACM Technical Symposium on Computer Science Education, 2020

Document-Level Definition Detection in Scholarly Documents: Existing Models, Error Analyses, and Future Directions.
Proceedings of the First Workshop on Scholarly Document Processing, 2020

SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

Composing Flexibly-Organized Step-by-Step Tutorials from Linked Source Code, Snippets, and Outputs.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

CIMA: A Large Open Access Dialogue Dataset for Tutoring.
Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications, 2020

More Diverse Dialogue Datasets via Diversity-Informed Data Collection.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

The Summary Loop: Learning to Write Abstractive Summaries Without Examples.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

What's The Latest? A Question-driven News Chatbot.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

2019
Futzing and Moseying: Interviews with Professional Data Analysts on Exploration Practices.
IEEE Trans. Vis. Comput. Graph., 2019

Toward Interface Defaults for Vague Modifiers in Natural Language Interfaces for Visual Analysis.
Proceedings of the 30th IEEE Visualization Conference, 2019

Would You Like A Chart With That? Incorporating Visualizations into Conversational Interfaces.
Proceedings of the 30th IEEE Visualization Conference, 2019

Nice: or what it was like to be Mike's student.
Proceedings of the Making Databases Work: the Pragmatic Wisdom of Michael Stonebraker, 2019

2018
How do professors format exams?: an analysis of question variety at scale.
Proceedings of the Fifth Annual ACM Conference on Learning at Scale, 2018

Interactive Extraction of Examples from Existing Code.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017
Multiple Choice Question Generation Utilizing An Ontology.
Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications, 2017

newsLens: building and visualizing long-ranging news stories.
Proceedings of the Events and Stories in the News Workshop@ACL 2017, 2017

2016
Detecting figures and part labels in patents: competition-based development of graphics recognition algorithms.
Int. J. Document Anal. Recognit., 2016

Patterns of Wisdom: Discourse-Level Style in Multi-Sentence Quotations.
Proceedings of the NAACL HLT 2016, 2016

Intersecting Word Vectors to Take Figurative Language to New Heights.
Proceedings of the Fifth Workshop on Computational Linguistics for Literature, 2016

Evaluating Information Visualization via the Interplay of Heuristic Evaluation and Question-Based Scoring.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Augmenting Course Material with Open Access Textbooks.
Proceedings of the 11th Workshop on Innovative Use of NLP for Building Educational Applications, 2016

2015
Report on the First SIGIR Workshop on Graph Search and Beyond (GSB'15).
SIGIR Forum, 2015

Tutorons: Generating context-relevant, on-demand explanations and demonstrations of online code.
Proceedings of the 2015 IEEE Symposium on Visual Languages and Human-Centric Computing, 2015

Overview of Graph Search and Beyond.
Proceedings of the First International Workshop on Graph Search and Beyond, 2015

Graph Search and Beyond: SIGIR 2015 Workshop Summary.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

All It Takes Is One: Evidence for a Strategy for Seeding Large Scale Peer Learning Interactions.
Proceedings of the Second ACM Conference on Learning @ Scale, 2015

Structuring Interactions for Large-Scale Synchronous Peer Learning.
Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 2015

Still Haven't Found What I'm Looking For: Suggestions for Next Generation Search User Interfaces.
Proceedings of the First International Workshop on Novel Web Search Interfaces and Systems, 2015

Wordcraft: Playing with Sentence Structure.
Proceedings of the 2015 Annual Symposium on Computer-Human Interaction in Play, 2015

Design for Searching & Finding.
Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

Can Natural Language Processing Become Natural Language Coaching?
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014
Detecting Figures and Part Labels in Patents: Competition-Based Development of Image Processing Algorithms.
CoRR, 2014

What's Missing from Collaborative Search?
Computer, 2014

Seeking simplicity in search user interfaces.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Analyzing Log Analysis: An Empirical Study of User Log Mining.
Proceedings of the 28th Large Installation System Administration Conference, 2014

Monitoring MOOCs: which information sources do instructors value?
Proceedings of the First (2014) ACM Conference on Learning @ Scale, 2014

Initial experiences with small group discussions in MOOCs.
Proceedings of the First (2014) ACM Conference on Learning @ Scale, 2014

Chatrooms in MOOCs: all talk and no action.
Proceedings of the First (2014) ACM Conference on Learning @ Scale, 2014

Should your MOOC forum use a reputation system?
Proceedings of the Computer Supported Cooperative Work, 2014

Extracting references between text and charts via crowdsourcing.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

Improving the Recognizability of Syntactic Relations Using Contextualized Examples.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
USPTO Algorithm Challenge, run by NASA-Harvard Tournament Lab and TopCoder Problem: Pat.
Dataset, October, 2013

Semantic interpretation of noun compounds using verbal and other paraphrases.
ACM Trans. Speech Lang. Process., 2013

Supporting exploratory text analysis in literature study.
Lit. Linguistic Comput., 2013

Building blocks for exploratory data analysis tools.
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics, 2013

Sewing the Seams of Sensemaking: A Practical Interface for Tagging and Organizing Saved Search Results.
Proceedings of the Symposium on Human-Computer Interaction and Information Retrieval, 2013

Comparing the use of social networking and traditional media channels for promoting citizen science.
Proceedings of the Computer Supported Cooperative Work, 2013

WordSeer: a knowledge synthesis environment for textual data.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

The water filling model and the cube test: multi-dimensional evaluation for professional search.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

How can search interfaces enhance the value of semantic annotations (and vice versa).
Proceedings of the ESAIR'13, 2013

Channeling the deluge: research challenges for big data and information systems.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Do Peers See More in a Paper Than Its Authors?
Adv. Bioinformatics, 2012

A sensemaking environment for literature study.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011
'Natural' search user interfaces.
Commun. ACM, 2011

Emerging trends in search user interfaces.
Proceedings of the HT'11, 2011

2010
Search is dead!: long live search.
Proceedings of the 19th International Conference on World Wide Web, 2010

2009
The search and social media workshop at SIGIR 2009.
SIGIR Forum, 2009

An Examination of Language Use in Online Dating Profiles.
Proceedings of the Third International Conference on Weblogs and Social Media, 2009

Blogging Together: An Examination of Group Blogs.
Proceedings of the Third International Conference on Weblogs and Social Media, 2009

2008
Evidence for Showing Gene/Protein Name Suggestions in Bioscience Literature Search Interfaces.
Proceedings of the Biocomputing 2008, 2008

Tag Clouds: Data Analysis Tool or Social Signaller?
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

What should blog search look like?
Proceedings of the Proceeding of the 2008 ACM Workshop on Search in Social Media, 2008

Assessing attractiveness in online dating profiles.
Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

Solving Relational Similarity Problems Using the Web as a Corpus.
Proceedings of the ACL 2008, 2008

Improving Search Results Quality by Customizing Summary Lengths.
Proceedings of the ACL 2008, 2008

2007
BioText Search Engine: beyond abstract search.
Bioinform., 2007

UCB System Description for the WMT 2007 Shared Task.
Proceedings of the Second Workshop on Statistical Machine Translation, 2007

UCB: System Description for SemEval Task #4.
Proceedings of the 4th International Workshop on Semantic Evaluations, 2007

Automating Creation of Hierarchical Faceted Metadata Structures.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007

Multiple Alignment of Citation Sentences with Conditional Random Fields and Posterior Decoding.
Proceedings of the EMNLP-CoNLL 2007, 2007

Exploratory search and HCI: designing and evaluating interfaces to support exploratory search interaction.
Proceedings of the Extended Abstracts Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007

Aligning development tools with the way programmers think about code changes.
Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007

Exploring the Efficacy of Caption Search for Bioscience Journal Search Interfaces.
Proceedings of the Biological, translational, and clinical language processing, 2007

2006
Clustering versus faceted categories for information exploration.
Commun. ACM, 2006

Prerendered User Interfaces for Higher-Assurance Electronic Voting.
Proceedings of the 2006 USENIX/ACCURATE Electronic Voting Technology Workshop, 2006

BioText Team Report for the TREC 2006 Genomics Track.
Proceedings of the Fifteenth Text REtrieval Conference, 2006

Predicting Gene Functions from Text Using a Cross-Species Approach.
Proceedings of the Biocomputing 2006, 2006

Why phishing works.
Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006

Summarizing Key Concepts using Citation Sentences.
Proceedings of the Workshop on Linking Natural Language and Biology, 2006

Using Verbs to Characterize Noun-Noun Relations.
Proceedings of the Artificial Intelligence: Methodology, 2006

2005
TREC 2005 Genomics Track Overview.
Proceedings of the Fourteenth Text REtrieval Conference, 2005

Multi-way Relation Classification: Application to Protein-Protein Interactions.
Proceedings of the HLT/EMNLP 2005, 2005

Using the Web as an Implicit Training Set: Application to Structural Ambiguity Resolution.
Proceedings of the HLT/EMNLP 2005, 2005

Search Engine Statistics Beyond the n-Gram: Application to Noun Compound Bracketing.
Proceedings of the Ninth Conference on Computational Natural Language Learning, 2005

ImproViz: visual explorations of jazz improvisations.
Proceedings of the Extended Abstracts Proceedings of the 2005 Conference on Human Factors in Computing Systems, 2005

Improving aviation safety with information visualization: a flight simulation study.
Proceedings of the 2005 Conference on Human Factors in Computing Systems, 2005

Supporting Annotation Layers for Natural Language Processing.
Proceedings of the ACL 2005, 2005

2004
Tools for loading MEDLINE into a local relational database.
BMC Bioinform., 2004

BioText Team Experiments for the TREC 2004 Genomics Track.
Proceedings of the Thirteenth Text REtrieval Conference, 2004

Nearly-Automated Metadata Hierarchy Creation.
Proceedings of HLT-NAACL 2004: Short Papers, Boston, Massachusetts, USA, May 2-7, 2004, 2004

Classifying Semantic Relations in Bioscience Texts.
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

2003
BioText Team Report for the TREC 2003 Genomics Track.
Proceedings of The Twelfth Text REtrieval Conference, 2003

A Simple Algorithm for Identifying Abbreviation Definitions in Biomedical Text.
Proceedings of the 8th Pacific Symposium on Biocomputing, 2003

Category-based Pseudowords.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2003

Faceted metadata for image search and browsing.
Proceedings of the 2003 Conference on Human Factors in Computing Systems, 2003

Literature-based discovery: New trends and techniques. Sponsored by SIG HCI.
Proceedings of the Humanizing Information Technology: From Ideas to Bits and Back, 2003

2002
Improving Web Site Design.
IEEE Internet Comput., 2002

A comparison of the affordances of a digital desk and tablet for architectural image tasks.
Int. J. Hum. Comput. Stud., 2002

A Critique and Improvement of an Evaluation Metric for Text Segmentation.
Comput. Linguistics, 2002

Finding the flow in web site search.
Commun. ACM, 2002

Statistical profiles of highly-rated web sites.
Proceedings of the CHI 2002 Conference on Human Factors in Computing Systems: Changing our World, 2002

Hierarchical faceted metadata in site search interfaces.
Proceedings of the Extended abstracts of the 2002 Conference on Human Factors in Computing Systems, 2002

The Descent of Hierarchy, and Selection in Relational Semantics.
Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, 2002

2001
The state of the art in automating usability evaluation of user interfaces.
ACM Comput. Surv., 2001

Animated Exploration of Dynamic Graphs with Radial Layout.
Proceedings of the IEEE Symposium on Information Visualization 2001 (INFOVIS'01), 2001

Classifying the Semantic Relations in Noun Compounds via a Domain-Specific Lexical Hierarchy.
Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2001

Measuring information architecture quality: prove it (or not)!
Proceedings of the CHI 2001 Extended Abstracts on Human Factors in Computing Systems, 2001

Empirically validated web page design metrics.
Proceedings of the CHI 2001 Conference on Human Factors in Computing Systems, Seattle, WA, USA, March 31, 2001

2000
AI's Greatest Trends and Controversies.
IEEE Intell. Syst., 2000

Next Generation Web Search: Setting Our Sites.
IEEE Data Eng. Bull., 2000

How large should a digital desk be?: qualitative results of a comparative study.
Proceedings of the CHI '00 Extended Abstracts on Human Factors in Computing Systems, 2000

1999
Building intelligent systems one e-citizen at a time.
IEEE Intell. Syst., 1999

The changing relationship between information technology and society.
IEEE Intell. Syst., 1999

Trends & Controversies: Mixed-initiative interaction.
IEEE Intell. Syst., 1999

Cha-Cha: A System for Organizing Intranet Search Results.
Proceedings of the 2nd USENIX Symposium on Internet Technologies and Systems, 1999

Untangling Text Data Mining.
Proceedings of the 27th Annual Meeting of the Association for Computational Linguistics, 1999

A Knowledge-Based Approach to Organizing Retrieved Documents.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999

1998
Trends & Controversies: Information integration.
IEEE Intell. Syst., 1998

Trends & Controversies: Support Vector Machines.
IEEE Intell. Syst., 1998

Trends & Controversies: Sketching Intelligent Aystems.
IEEE Intell. Syst., 1998

Trends & Controversies: Innovations in Electronic Academic Publishing.
IEEE Intell. Syst., 1998

Presenting Web Site Search Results in Context: A Demonstration.
Proceedings of the SIGIR '98: Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1998

Metadata for Mixed-Media Access.
Proceedings of the Multimedia Data Management: Using Metadata to Integrate and Apply Digital Media, 1998

1997
Trends and Controversies: Banter on Bayes: Debating the Usefulness of Bayesian Approaches to solving Practical Problems.
IEEE Expert, 1997

Trends & Controversies: Evolution-based Computational Models of Cognition.
IEEE Expert, 1997

Trends & Controversies: Dissonance on Audio Interfaces.
IEEE Expert, 1997

Trends & Controversies: The Role of Aesthetics in Intelligent Systems.
IEEE Expert, 1997

Adaptive Multilingual Sentence Boundary Disambiguation.
Comput. Linguistics, 1997

TextTiling: Segmenting Text into Multi-paragraph Subtopic Passages.
Comput. Linguistics, 1997

Cat-a-Cone: An Interactive Interface for Specifying Searches and Viewing Retrieval Results using a Large Category Hierarchy.
Proceedings of the SIGIR '97: Proceedings of the 20th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1997

Searching and Browsing Text Collections with Large Category Hierarchies.
Proceedings of the Human Factors in Computing Systems, 1997

1996
Research in Support of Digital Libraries at Xerox PARC: Part II: Paper and Digital Documents.
D Lib Mag., 1996

Research in Support of Digital Libraries at Xerox PARC; Part I: The Changing Social Roles of Documents.
D Lib Mag., 1996

Reexamining the Cluster Hypothesis: Scatter/Gather on Retrieval Results.
Proceedings of the 19th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1996

Applying the Multiple Cause Mixture Model to Text Categorization.
Proceedings of the Machine Learning, 1996

Scatter/Gather Browsing Communicates the Topic Structure of a Very Large Text Collection.
Proceedings of the Conference on Human Factors in Computing Systems: Common Ground, 1996

Visualizing information retrieval results: a demonstration of the TileBar interface.
Proceedings of the Conference on Human Factors in Computing Systems: Common Ground, 1996

1995
Overview of the Symposium "On the Instruction of Introductory AI".
SIGART Bull., 1995

The Sequoia 2000 Electronic Repository.
Digit. Tech. J., 1995

Rich Interaction in the Digital Library.
Commun. ACM, 1995

Xerox Site Report: Four TREC-4 Tracks.
Proceedings of The Fourth Text REtrieval Conference, 1995

Revealing Collection Structure through Information Access Interfaces.
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995

TileBars: Visualization of Term Distribution Information in Full Text Information Access.
Proceedings of the Human Factors in Computing Systems, 1995

1994
Metadata for Mixed-Media Access.
SIGMOD Rec., 1994

A Review of Statistical Language Learning.
AI Mag., 1994

Xerox TREC-3 Report: Combining Exact and Fuzzy Predictors.
Proceedings of The Third Text REtrieval Conference, 1994

Using Categories to Provide Context for Full-Text Retrieval Results.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 1994

Adaptive Sentence Boundary Disambiguation.
Proceedings of the 4th Applied Natural Language Processing Conference, 1994

Multi-Paragraph Segmentation of Expository Text.
Proceedings of the 32nd Annual Meeting of the Association for Computational Linguistics, 1994

1993
Subtopic Structuring for Full-Length Document Access.
Proceedings of the 16th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval. Pittsburgh, PA, USA, June 27, 1993

Structural Ambiguity and Conceptual Relations.
Proceedings of the Very Large Corpora: Academic and Industrial Perspectives, 1993

1992
Automatic Acquisition of Hyponyms from Large Text Corpora.
Proceedings of the 14th International Conference on Computational Linguistics, 1992

1989
A Commentary on the POSTGRES Rule System.
SIGMOD Rec., 1989

1988
Future Trends in Expert Data Base Systems.
Proceedings of the Expert Database Systems, 1988


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