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Documents authored by Su, Jian

Found 2 Possible Name Variants:

Su, Jian

Document
DOI: 10.4230/DagSemProc.08131.4
Coreference Resolution in Biomedical Texts: a Machine Learning Approach

Authors: Jian Su, Xiaofeng Yang, Huaqing Hong, Yuka Tateisi, and Jun'ichi Tsujii

Published in: Dagstuhl Seminar Proceedings, Volume 8131, Ontologies and Text Mining for Life Sciences : Current Status and Future Perspectives (2008)

Abstract
Motivation: Coreference resolution, the process of identifying different mentions of an entity, is a very important component in a text-mining system. Compared with the work in news articles, the existing study of coreference resolution in biomedical texts is quite preliminary by only focusing on specific types of anaphors like pronouns or definite noun phrases, using heuristic methods, and running on small data sets. Therefore, there is a need for an in-depth exploration of this task in the biomedical domain. Results: In this article, we presented a learning-based approach to coreference resolution in the biomedical domain. We made three contributions in our study. Firstly, we annotated a large scale coreference corpus, MedCo, which consists of 1,999 medline abstracts in the GENIA data set. Secondly, we proposed a detailed framework for the coreference resolution task, in which we augmented the traditional learning model by incorporating non-anaphors into training. Lastly, we explored various sources of knowledge for coreference resolution, particularly, those that can deal with the complexity of biomedical texts. The evaluation on the MedCo corpus showed promising results. Our coreference resolution system achieved a high precision of 85.2% with a reasonable recall of 65.3%, obtaining an F-measure of 73.9%. The results also suggested that our augmented learning model significantly boosted precision (up to 24.0%) without much loss in recall (less than 5%), and brought a gain of over 8% in F-measure.
Cite as

Jian Su, Xiaofeng Yang, Huaqing Hong, Yuka Tateisi, and Jun'ichi Tsujii. Coreference Resolution in Biomedical Texts: a Machine Learning Approach. In Ontologies and Text Mining for Life Sciences : Current Status and Future Perspectives. Dagstuhl Seminar Proceedings, Volume 8131, p. 1, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2008)

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@InProceedings{su_et_al:DagSemProc.08131.4,
  author =	{Su, Jian and Yang, Xiaofeng and Hong, Huaqing and Tateisi, Yuka and Tsujii, Jun'ichi},
  title =	{{Coreference Resolution in Biomedical Texts: a Machine Learning Approach}},
  booktitle =	{Ontologies and Text Mining for Life Sciences : Current Status and Future Perspectives},
  pages =	{1--1},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2008},
  volume =	{8131},
  editor =	{Michael Ashburner and Ulf Leser and Dietrich Rebholz-Schuhmann},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.08131.4},
  URN =		{urn:nbn:de:0030-drops-15220},
  doi =		{10.4230/DagSemProc.08131.4},
  annote =	{Keywords: Coreference resolution, biomedical text}
}

Su, Jianwen

Document
DOI: 10.4230/LIPIcs.TIME.2022.4
Early Detection of Temporal Constraint Violations

Authors: Isaac Mackey, Raghubir Chimni, and Jianwen Su

Published in: LIPIcs, Volume 247, 29th International Symposium on Temporal Representation and Reasoning (TIME 2022)

Abstract
Software systems rely on events for logging, system coordination, handling unexpected situations, and more. Monitoring events at runtime can ensure that a business service system complies with policies, regulations, and business rules. Notably, detecting violations of rules as early as possible is much desired as it allows the system to reclaim resources from erring service enactments. We formalize a model for events and a logic-based rule language to specify temporal and data constraints. The primary goal of this paper is to develop techniques for detecting each rule violation as soon as it becomes inevitable. We further develop optimization techniques to reduce monitoring overhead. Finally, we implement a monitoring algorithm and experimentally evaluate it to demonstrate our approach to early violation detection is beneficial and effective for processing service enactments.
Cite as

Isaac Mackey, Raghubir Chimni, and Jianwen Su. Early Detection of Temporal Constraint Violations. In 29th International Symposium on Temporal Representation and Reasoning (TIME 2022). Leibniz International Proceedings in Informatics (LIPIcs), Volume 247, pp. 4:1-4:16, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2022)

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@InProceedings{mackey_et_al:LIPIcs.TIME.2022.4,
  author =	{Mackey, Isaac and Chimni, Raghubir and Su, Jianwen},
  title =	{{Early Detection of Temporal Constraint Violations}},
  booktitle =	{29th International Symposium on Temporal Representation and Reasoning (TIME 2022)},
  pages =	{4:1--4:16},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-95977-262-4},
  ISSN =	{1868-8969},
  year =	{2022},
  volume =	{247},
  editor =	{Artikis, Alexander and Posenato, Roberto and Tonetta, Stefano},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.TIME.2022.4},
  URN =		{urn:nbn:de:0030-drops-172519},
  doi =		{10.4230/LIPIcs.TIME.2022.4},
  annote =	{Keywords: temporal constraints, monitoring, events, early violation detection}
}
Document
DOI: 10.4230/LIPIcs.TIME.2018.18
GSM+T: A Timed Artifact-Centric Process Model

Authors: Julius Köpke, Johann Eder, and Jianwen Su

Published in: LIPIcs, Volume 120, 25th International Symposium on Temporal Representation and Reasoning (TIME 2018)

Abstract
We introduce an extension to the declarative and artifact-centric Guard Stage Milestone (GSM) process modeling language to represent temporal aspects (duration, deadlines, lower- and upper-bound constraints), define the correctness of executions of GSM processes with respect to temporal constraints, check controllability of processes, compute execution plans respecting temporal constraints, and provide a translation method allowing to execute controllable GSM+T processes on standard GSM Engines.
Cite as

Julius Köpke, Johann Eder, and Jianwen Su. GSM+T: A Timed Artifact-Centric Process Model. In 25th International Symposium on Temporal Representation and Reasoning (TIME 2018). Leibniz International Proceedings in Informatics (LIPIcs), Volume 120, pp. 18:1-18:15, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2018)

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@InProceedings{kopke_et_al:LIPIcs.TIME.2018.18,
  author =	{K\"{o}pke, Julius and Eder, Johann and Su, Jianwen},
  title =	{{GSM+T: A Timed Artifact-Centric Process Model}},
  booktitle =	{25th International Symposium on Temporal Representation and Reasoning (TIME 2018)},
  pages =	{18:1--18:15},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-95977-089-7},
  ISSN =	{1868-8969},
  year =	{2018},
  volume =	{120},
  editor =	{Alechina, Natasha and N{\o}rv\r{a}g, Kjetil and Penczek, Wojciech},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.TIME.2018.18},
  URN =		{urn:nbn:de:0030-drops-97835},
  doi =		{10.4230/LIPIcs.TIME.2018.18},
  annote =	{Keywords: Guard Stage Milestone, GSM, Time Constraints, Controllability, Case Handling, Business Process Modeling}
}
Document
DOI: 10.4230/DagMan.7.1.1
Research Directions for Principles of Data Management (Dagstuhl Perspectives Workshop 16151)

Authors: Serge Abiteboul, Marcelo Arenas, Pablo Barceló, Meghyn Bienvenu, Diego Calvanese, Claire David, Richard Hull, Eyke Hüllermeier, Benny Kimelfeld, Leonid Libkin, Wim Martens, Tova Milo, Filip Murlak, Frank Neven, Magdalena Ortiz, Thomas Schwentick, Julia Stoyanovich, Jianwen Su, Dan Suciu, Victor Vianu, and Ke Yi

Published in: Dagstuhl Manifestos, Volume 7, Issue 1 (2018)

Abstract
The area of Principles of Data Management (PDM) has made crucial contributions to the development of formal frameworks for understanding and managing data and knowledge. This work has involved a rich cross-fertilization between PDM and other disciplines in mathematics and computer science, including logic, complexity theory, and knowledge representation. We anticipate on-going expansion of PDM research as the technology and applications involving data management continue to grow and evolve. In particular, the lifecycle of Big Data Analytics raises a wealth of challenge areas that PDM can help with. In this report we identify some of the most important research directions where the PDM community has the potential to make significant contributions. This is done from three perspectives: potential practical relevance, results already obtained, and research questions that appear surmountable in the short and medium term.
Cite as

Serge Abiteboul, Marcelo Arenas, Pablo Barceló, Meghyn Bienvenu, Diego Calvanese, Claire David, Richard Hull, Eyke Hüllermeier, Benny Kimelfeld, Leonid Libkin, Wim Martens, Tova Milo, Filip Murlak, Frank Neven, Magdalena Ortiz, Thomas Schwentick, Julia Stoyanovich, Jianwen Su, Dan Suciu, Victor Vianu, and Ke Yi. Research Directions for Principles of Data Management (Dagstuhl Perspectives Workshop 16151). In Dagstuhl Manifestos, Volume 7, Issue 1, pp. 1-29, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2018)

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@Article{abiteboul_et_al:DagMan.7.1.1,
  author =	{Abiteboul, Serge and Arenas, Marcelo and Barcel\'{o}, Pablo and Bienvenu, Meghyn and Calvanese, Diego and David, Claire and Hull, Richard and H\"{u}llermeier, Eyke and Kimelfeld, Benny and Libkin, Leonid and Martens, Wim and Milo, Tova and Murlak, Filip and Neven, Frank and Ortiz, Magdalena and Schwentick, Thomas and Stoyanovich, Julia and Su, Jianwen and Suciu, Dan and Vianu, Victor and Yi, Ke},
  title =	{{Research Directions for Principles of Data Management (Dagstuhl Perspectives Workshop 16151)}},
  pages =	{1--29},
  journal =	{Dagstuhl Manifestos},
  ISSN =	{2193-2433},
  year =	{2018},
  volume =	{7},
  number =	{1},
  editor =	{Abiteboul, Serge and Arenas, Marcelo and Barcel\'{o}, Pablo and Bienvenu, Meghyn and Calvanese, Diego and David, Claire and Hull, Richard and H\"{u}llermeier, Eyke and Kimelfeld, Benny and Libkin, Leonid and Martens, Wim and Milo, Tova and Murlak, Filip and Neven, Frank and Ortiz, Magdalena and Schwentick, Thomas and Stoyanovich, Julia and Su, Jianwen and Suciu, Dan and Vianu, Victor and Yi, Ke},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagMan.7.1.1},
  URN =		{urn:nbn:de:0030-drops-86772},
  doi =		{10.4230/DagMan.7.1.1},
  annote =	{Keywords: database theory, principles of data management, query languages, efficient query processing, query optimization, heterogeneous data, uncertainty, knowledge-enriched data management, machine learning, workflows, human-related data, ethics}
}
Document
DOI: 10.4230/DagSemProc.10151.1
10151 Abstracts Collection – Enabling Holistic Approaches to Business Process Lifecycle Management

Authors: Serge Abiteboul, Agnes Koschmider, Andreas Oberweis, and Jianwen Su

Published in: Dagstuhl Seminar Proceedings, Volume 10151, Enabling Holistic Approaches to Business Process Lifecycle Management (2010)

Abstract
From 11.04. to 16.04.2010, the Dagstuhl Seminar 10151 ``Enabling Holistic Approaches to Business Process Lifecycle Management '' was held in Schloss Dagstuhl~--~Leibniz Center for Informatics. During the seminar, several participants presented their current research, and ongoing work and open problems were discussed. Abstracts of the presentations given during the seminar as well as abstracts of seminar results and ideas are put together in this paper. The first section describes the seminar topics and goals in general. Links to extended abstracts or full papers are provided, if available.
Cite as

Serge Abiteboul, Agnes Koschmider, Andreas Oberweis, and Jianwen Su. 10151 Abstracts Collection – Enabling Holistic Approaches to Business Process Lifecycle Management. In Enabling Holistic Approaches to Business Process Lifecycle Management. Dagstuhl Seminar Proceedings, Volume 10151, pp. 1-16, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2010)

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@InProceedings{abiteboul_et_al:DagSemProc.10151.1,
  author =	{Abiteboul, Serge and Koschmider, Agnes and Oberweis, Andreas and Su, Jianwen},
  title =	{{10151 Abstracts Collection – Enabling Holistic Approaches to Business Process Lifecycle Management}},
  booktitle =	{Enabling Holistic Approaches to Business Process Lifecycle Management},
  pages =	{1--16},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2010},
  volume =	{10151},
  editor =	{Serge Abiteboul and Agnes Koschmider and Andreas Oberweis and Jianwen Su},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.10151.1},
  URN =		{urn:nbn:de:0030-drops-27193},
  doi =		{10.4230/DagSemProc.10151.1},
  annote =	{Keywords: Business process modeling, process life-cycle, modeling methods}
}
Document
DOI: 10.4230/DagSemProc.10151.2
10151 Working Groups Results – How to enable Holistic Approaches to Business Process Lifecycle Management

Authors: Serge Abiteboul, Agnes Koschmider, Andreas Oberweis, and Jianwen Su

Published in: Dagstuhl Seminar Proceedings, Volume 10151, Enabling Holistic Approaches to Business Process Lifecycle Management (2010)

Abstract
During the seminar we discussed in working groups the following questions.
Cite as

Serge Abiteboul, Agnes Koschmider, Andreas Oberweis, and Jianwen Su. 10151 Working Groups Results – How to enable Holistic Approaches to Business Process Lifecycle Management. In Enabling Holistic Approaches to Business Process Lifecycle Management. Dagstuhl Seminar Proceedings, Volume 10151, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2010)

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@InProceedings{abiteboul_et_al:DagSemProc.10151.2,
  author =	{Abiteboul, Serge and Koschmider, Agnes and Oberweis, Andreas and Su, Jianwen},
  title =	{{10151 Working Groups Results – How to enable Holistic Approaches to Business Process Lifecycle Management}},
  booktitle =	{Enabling Holistic Approaches to Business Process Lifecycle Management},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2010},
  volume =	{10151},
  editor =	{Serge Abiteboul and Agnes Koschmider and Andreas Oberweis and Jianwen Su},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.10151.2},
  URN =		{urn:nbn:de:0030-drops-27209},
  doi =		{10.4230/DagSemProc.10151.2},
  annote =	{Keywords: Business process modeling, process life-cycle, modeling methods}
}
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