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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html>
<head>
<meta http-equiv="Content-Language" content="en-us">
<meta http-equiv="Content-Type"
content="text/html; charset=windows-1252">
<title>Lidong Bing - HomePage</title>
<style>
<!--
span.Text{font-family:"Times New Roman";}
-->
</style>
</head>
<body>
<!-- basic information -->
<table style="border-collapse: collapse;" width="800" align="center" >
<tbody>
<tr>
<td valign="bottom" width="300" height="47"> <font
style="font-size: 25pt;font-weight: bold;">Lidong Bing (ÚûÁ¢¶«)</font> </td>
<td valign="bottom" width="499" height="22"> <br>
</td>
</tr>
</tbody>
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<table style="border-collapse: collapse;" id="basic" width="800"
border="0" align="center" >
<tbody>
<tr>
<td colspan="4" valign="top">
<hr color="#666699" noshade="noshade" size="3"></td>
</tr>
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<td valign="center" width="210" align="center"> <img
style="width: 200px;" src="img/me_new.jpg" border="0">
</td>
<td>
</td>
<td valign="top"><p><font size="+1">Postdoctoral Research Fellow</font></p>
<p>
<a href="http://www.se.cuhk.edu.hk/">Department of SE&EM</a><br>
<a href="http://www.cuhk.edu.hk/v6/en/">The Chinese University of Hong Kong</a></p>
<p>
Room 603, William M. W. Mong Engineering Building<br>
The Chinese University of Hong Kong,
Shatin, N.T., Hong Kong<br>
</p>
<p>
<strong><img src="img/ee_mmaill.gif" height="25"></strong><br>
ldbing<img src="img/a_a_t_t.gif" height="15" width="15">se.cuhk.edu.hk;
binglidong<img src="img/a_a_t_t.gif" height="15" width="15">gmail.com</p>
</td>
</tr>
</tbody>
</table>
<!-- Current Position -->
<table hight="125" style="border-collapse: collapse;" width="800"
border="0" align="center" >
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<td colspan="2" width="800" height="28"> </td>
</tr>
<tr>
<td><font size="3.5">
I received my Ph.D. degree in the
<a href="http://www.se.cuhk.edu.hk/">Department of Systems Engineering and Engineering Management</a> at <a href="http://www.cuhk.edu.hk/v6/en/">The Chinese
University of Hong Kong</a> in September 2012, under the supervision of <a href="http://www.se.cuhk.edu.hk/people/wlam.html">Prof. Wai Lam</a>. Before that, I received my M.Phil. degree in Computer Application Technology under the supervision of <a href="http://www.cis.pku.edu.cn/faculty/system/zhangyan/index.html">Prof. Yan Zhang</a> from <a href="http://www.pku.edu.cn/">Peking University</a> in July 2009.</font> </td>
</tr>
</tbody>
</table>
<!-- Research Interests -->
<table hight="125" style="border-collapse: collapse;" width="800"
border="0" align="center">
<tbody>
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<td colspan="2" width="800" height="17">
<hr color="#666699" noshade="noshade" size="2"></td>
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<td valign="bottom" width="800"> <b><font size="5">Research
Interests and Current Projects</font></b> </td>
</tr>
<tr>
<td><font size="3.5"> I have interests in several broad research directions, such as Web mining, information
retrieval, natural language processing, data mining, and machine learning. Specifically, my research works mainly focus on knowledge base population with semi-structured and unstructured data, enriching and utilizing ontology in text mining, query log and search intent analysis, interest-aware summarization on news and social media, etc.
</br>
Currently, I am working on a few projects. The first project aims at conducting reader interest-aware summarization on news and social media and it is
a joint project with the Nosh's Ark Lab of Huawei Inc. The second one is a knowledge based population project with semi-structured and unstructured data, jointly conducted with Web Data Mining group of Baidu Inc. The third project aims at learning deep intent representations in Web search, and this is also a joint project with Baidu.
</font></td>
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</tbody>
</table>
<!-- Publications -->
<table hight="125" style="border-collapse: collapse;" width="800"
border="0" align="center">
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<tr>
<td colspan="2" width="800" height="17">
<hr color="#666699" noshade="noshade" size="2"></td>
</tr>
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<td valign="bottom" width="800"> <b><font size="5">
Publications</font></b></td>
</tr>
</tbody>
</table>
<table style="border-collapse: collapse;" width="800" border="0" align="center">
<tbody>
<tr>
<td>
<ol>
<p><br>
<font size="5">
Book</font>
</p>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left"><span
style="font-weight: bold;">Lidong Bing</span> and Wai Lam. <span
style="font-weight: bold;">Information Discovery from Semi-structured Record Sets on the Web (First Edition)</span><a
href="pub/Book_Information Discovery from Semi-structured Record Sets on the Web.pdf">[PDF]</a>. <span style="font-style: italic;"> ISBN: 978-3-659-20611-5. LAP Lambert Academic Publishing. </span>2014.<font
size="3"><br></font>
</p>
</li>
<p><br>
<font size="5">
Journal</font>
</p>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left"><span
style="font-weight: bold;">Lidong Bing</span>, Wai Lam, Tak-Lam Wong, and Shoaib Jameel. <span
style="font-weight: bold;">Web Query Reformulation via Joint Modeling of Latent Topic
Dependency and Term Context </span><a
href="pub/tois_preprint_version.pdf">[PDF]</a>. <span style="font-style: italic;">ACM Transactions on Information Systems (<span
style="font-weight: bold;">TOIS</span>).</span>2015. (To appear)<font
size="3"><br></font>
</p>
</li>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left"><span
style="font-weight: bold;">Lidong Bing</span>, Shan Jiang, Wai Lam, Yan Zhang, Shoaib Jameel. <span
style="font-weight: bold;">Adaptive Concept Resolution for Document
Representation and Its Applications in Text Mining </span><a
href="pub/kbs_2015.pdf">[PDF]</a>. <span style="font-style: italic;">
Knowledge-Based Systems (<span
style="font-weight: bold;">KBS</span>) 74: 1-13.</span> 2015.<font
size="3"><br></font>
</p>
</li>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left"><span
style="font-weight: bold;">Lidong Bing</span>, Wai Lam, and Tak-Lam Wong. <span
style="font-weight: bold;">Robust Detection of Semi-structured Web Records Using DOM Structure Knowledge Driven Model </span><a
href="pub/tweb_preprint_version.pdf">[PDF]</a>. <span style="font-style: italic;">ACM Transactions on the Web (<span
style="font-weight: bold;">TWEB</span>) 7(4): 21.</span> 2013.<font
size="3"><br></font>
</p>
</li>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left">Chunliang Lu, <span
style="font-weight: bold;">Lidong Bing</span>, Wai Lam, Ki Chan and Yuan Gu. <span
style="font-weight: bold;">Web Entity Detection for Semi-structured Text Data Records with Unlabeled Data </span><a
href="pub/ijcla13.pdf">[PDF]</a>. <span style="font-style: italic;"> International Journal of Computational Linguistics and Applications (<span
style="font-weight: bold;">IJCLA</span>).</span> 2013.<font
size="3"><br></font>
</p>
</li>
<p><br>
<font size="5">
Conference </font>
</p>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left">Shoaib Jameel, Wai Lam, and <span
style="font-weight: bold;">Lidong Bing</span>. <span
style="font-weight: bold;">Nonparametric Topic Modeling using Chinese Restaurant Franchise with Buddy Customers </span><a
href="pub/coming_soon.pdf">[PDF]</a>. <span style="font-style: italic;">The annual European Conference on Information Retrieval (<span
style="font-weight: bold;">ECIR'15</span>, full paper).</span> 2015. (To appear)<font
size="3"><br></font>
</p>
</li>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left"><span
style="font-weight: bold;">Lidong Bing</span>, Rui Guo, Wai Lam, Zheng-Yu Niu and Haifeng Wang. <span
style="font-weight: bold;">Web Page Segmentation with Structured Prediction and its Application in Web Page Classification </span><a
href="pub/sigir2014-bing.pdf">[PDF]</a>. <span style="font-style: italic;">The 37rd international ACM SIGIR conference
on research and development in Information Retrieval (<span
style="font-weight: bold;">SIGIR'14</span>, full paper).</span> Gold Coast, Australia. July 6-11, 2014.<font
size="3"><br></font>
</p>
</li>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left"><span
style="font-weight: bold;">Lidong Bing</span>, Wai Lam, Shoaib Jameel, and Chunliang Lu. <span
style="font-weight: bold;">Website Community Mining from Query Logs with Two-phase Clustering </span><a
href="pub/cicling2014-bing.pdf">[PDF]</a>. <span style="font-style: italic;">Proceedings of the 15th International Conference on Intelligent
Text Processing and Computational Linguistics(<span
style="font-weight: bold;">CICLing'14</span>, full paper).</span> Kathmandu, Nepal. April 6-12, 2014.<font
size="3"><br></font>
</p>
</li>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left">Shan Jiang, <span
style="font-weight: bold;">Lidong Bing</span>, and Yan Zhang. <span
style="font-weight: bold;">Towards an Enhanced and Adaptable Ontology by Distilling and Assembling Online Encyclopedias </span><a
href="pub/p1703-jiang.pdf">[PDF]</a>. <span style="font-style: italic;">Proceedings
of the 22nd ACM Conference on Information and Knowledge Management (<span
style="font-weight: bold;">CIKM'13</span>, short paper)</span>. San Francisco, CA, USA. October 27 to November 1, 2013. <font
size="3"><br></font>
</p>
</li>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left">Chunliang Lu, <span
style="font-weight: bold;">Lidong Bing</span>, and Wai Lam. <span
style="font-weight: bold;">Structured Positional Entity Language Model for Enterprise Entity Retrieval </span><a
href="pub/p129-lu.pdf">[PDF]</a>. <span style="font-style: italic;">Proceedings
of the 22nd ACM Conference on Information and Knowledge Management (<span
style="font-weight: bold;">CIKM'13</span>, full paper)</span>. San Francisco, CA, USA. October 27 to November 1, 2013.<font
size="3"><br></font>
</p>
</li>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left"><span
style="font-weight: bold;">Lidong Bing</span>, Wai Lam, and Tak-Lam Wong. <span
style="font-weight: bold;">Wikipedia Entity Expansion and Attribute Extraction from the Web Using Semi-supervised Learning </span><a
href="pub/wsdm71-bing.pdf">[PDF]</a>. <span style="font-style: italic;">Proceedings
of the 6th ACM International Conference on Web Search and Data Mining (<span
style="font-weight: bold;">WSDM'13</span>, full paper).</span> Rome, Italy. February 4-8, 2013.<font
size="3"><br></font>
</p>
</li>
<li>
<p style="margin: 6px 3px 10px 1px; word-spacing: 1px;
text-indent: 1px; line-height: 150%;"
align="left"><span
style="font-weight: bold;">Lidong Bing</span>, Tak-Lam Wong, and Wai
Lam. <span style="font-weight: bold;">Unsupervised Extraction of Popular Product Attributes from Web Sites</span><a
href="pub/AIRS53-bing.pdf"> [PDF]</a>. <span
style="font-style: italic;">Proceedings of the 8th Asia Information Retrieval Societies Conference (<span style="font-weight:
bold;">AIRS'12</span>)</span>. Tianjin, China. December 17-19, 2012.<font
size="3"><br></font>
</p>
</li>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left"><span
style="font-weight: bold;">Lidong Bing</span>, Wai Lam, and Yuan Gu. <span
style="font-weight: bold;">Towards a Unified Solution: Data Record Region
Detection and Segmentation </span><a
href="pub/CIKM11-bing1.pdf">[PDF]</a>. <span style="font-style: italic;">Proceedings
of the 20th ACM Conference on Information and Knowledge Management (<span
style="font-weight: bold;">CIKM'11</span>, full paper)</span>. Glasgow, Scotland, UK. October 24-28, 2011.<font
size="3"><br></font>
</p>
</li>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left"><span
style="font-weight: bold;">Lidong Bing</span>, Tak-Lam Wong, and Wai Lam. <span
style="font-weight: bold;">Using Query Log and Social Tagging to Refine Queries Based on Latent Topics </span><a
href="pub/CIKM11-bing2.pdf">[PDF] (typo fixed)</a>. <span style="font-style: italic;">Proceedings
of the 20th ACM Conference on Information and Knowledge Management (<span
style="font-weight: bold;">CIKM'11</span>, full paper)</span>. Glasgow, Scotland, UK. October 24-28, 2011.<font
size="3"><br></font>
</p>
</li>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left">Shan Jiang, <span
style="font-weight: bold;">Lidong Bing</span>, Bai Sun, Yan Zhang, and Wai Lam. <span
style="font-weight: bold;">Ontology Enhancement and Concept Granularity Learning: Keeping Yourself Current and Adaptive </span><a
href="pub/KDD11-jiang.pdf">[PDF]</a>. <span style="font-style: italic;">Proceedings of the 17th ACM SIGKDD International
Conference on Knowledge Discovery and Data Mining (<span
style="font-weight: bold;">KDD'11</span>, full paper)</span>. San Diego, USA. August 21-24, 2011.<font
size="3"><br></font>
</p>
</li>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left"><span
style="font-weight: bold;">Lidong Bing</span> and Wai Lam. <span
style="font-weight: bold;">Investigation of Web Query Refinement via Topic Analysis and Learning with Personalization </span><a
href="pub/SIGIR-QRU11-bing.pdf">[PDF]</a>. <span style="font-style: italic;">Proceedings of the 2nd SIGIR Workshop on Query Representation and Understanding (<span
style="font-weight: bold;">SIGIR-QRU</span>)</span>. Beijing, China. July 28, 2011.<font size="3"><br>
</font></p>
</li>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left">Tak-Lam Wong, <span
style="font-weight: bold;">Lidong Bing</span>, and Wai Lam. <span
style="font-weight: bold;">Normalizing Web Product Attributes and Discovering Domain Ontology with Minimal Effort </span><a
href="pub/WSDM11-wong.pdf">[PDF]</a>. <span style="font-style: italic;">Proceedings of the 4th ACM International Conference on Web Search and Data Mining (<span
style="font-weight: bold;">WSDM'11</span>, full paper)</span>. Hong Kong. February 9-12, 2011.<font size="3"><br>
</font></p>
</li>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left"><span
style="font-weight: bold;">Lidong Bing</span>, Bai Sun, Shan Jiang, Yan Zhang, and Wai Lam.
<span style="font-weight: bold;">Learning Ontology Resolution for Document Representation and its Applications in Text Mining </span><a
href="pub/CIKM10-bing.pdf">[PDF]</a>. <span style="font-style: italic;">Proceedings
of the 19th ACM Conference on Information and Knowledge Management (<span
style="font-weight: bold;">CIKM'10</span>, short paper)</span>. Toronto, Canada. October 26-30, 2010.<font
size="3"><br>
</font></p>
</li>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left">Yi Zhang, Yexin Wang, <span
style="font-weight: bold;">Lidong Bing</span>, and Yan Zhang. <span
style="font-weight: bold;">Weighting Links Using Lexical and Positional Analysis in Web Ranking </span><a
href="pub/WAIM08-zhang.pdf">[PDF]</a>. <span style="font-style: italic;">Proceedings of the 9th International Conference on Web-Age Information Management (<span
style="font-weight: bold;">WAIM'08</span>, full paper)</span>. Zhangjiajie, China. July 20-22, 2008.<font size="3"><br>
</font></p>
</li>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left"><span
style="font-weight: bold;">Lidong Bing</span>, Yexin Wang, Yan Zhang, and Hui Wang. <span
style="font-weight: bold;">Primary Content Extraction with Mountain Model </span><a
href="pub/CIT08-bing.pdf">[PDF]</a>. <span style="font-style: italic;">Proceedings of the IEEE 8th International Conference on Computer and Information Technology (<span
style="font-weight: bold;">CIT'08</span>, full paper)</span>. Sydney, Australia. July 8-11, 2008.<font size="3"><br>
</font></p>
</li>
<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left">Yi Zhang, <span
style="font-weight: bold;">Lidong Bing</span>, Yexin Wang, and Yan Zhang. <span
style="font-weight: bold;">LET: Towards More Precise Clustering of Search Results </span><a
href="pub/FSKD07-zhang.pdf">[PDF]</a>. <span style="font-style: italic;">Proceedings
of 4th International Conference on Fuzzy Systems and Knowledge Discovery (<span
style="font-weight: bold;">FSKD'07</span>, full paper)</span>. Haikou, China. August 24-27, 2007.<font size="3"><br>
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align="left"><span
style="font-weight: bold;">Lidong Bing</span>, Bai Sun, Shan Jiang, Yan Zhang, and Wai Lam. <span style="font-weight: bold;">Adaptive Concept Resolution for Document Representation and Its Applications in Text Mining </span><a
href="pub/ACR-bing.pdf">[PDF]</a>. <span style="font-style: italic;">Technical Report</span>, 2010<font
size="3">.<br>
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Datasets</font></b></td>
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<b>Datasets for semi-structured data record detection.</b></br>
The first dataset, named <a href="data/TWEB_TB2.rar"><b>TWEB_TB2</b></a>, has 200 pages. The pages are static Web pages collected from different online shopping and university Web sites.
The second dataset, named <a href="data/TWEB_TB3.rar"><b>TWEB_TB3</b></a>, has 100 pages. The pages mainly contain complicated flat data records and intertwined data records.</br>
These two datasets were generated along with the paper "Lidong Bing, Wai Lam, and Tak-Lam Wong. Robust Detection of Semi-structured Web Records Using DOM Structure Knowledge Driven Model <a
href="pub/tweb_preprint_version.pdf">[PDF]</a>. ACM Transactions on the Web (TWEB)". More details about the datasets can be found in the paper.
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Codes</font></b></td>
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<b>Source code for Web page segmentation.</b></br>
</p>
<div class="field-items"><div class="field-item even"><p>The source code includes the inference and the training algorithms of Web page segmentation model presented in the paper "Web Page Segmentation with Structured Prediction and its Application in Web Page Classification. SIGIR 2014."</p>
<p>This program is granted free of charge for non-commercial research and
education purposes. However you must obtain a license from the author
to use it for commercial purposes.</p>
<p>To use the code:</p>
<ul>
<li>You should put the folder "glpk" containing the ILP solver in the same directory as the executive learning and inference programs.</li>
<li>To run the training procedure, use the command:
<code>svm_pageseg_learn -c 5 -e 0.5 -v 4 test_data/train_d9 test_data/model/d9.model</code></li>
<li>To run the inference procedure, use the command:
<code>svm_pageseg_classify test_data/train_d9 test_data/model/d9.model test_data/test/out</code></li>
<li>For more details, get the help information with <code>svm_pageseg_learn -</code> and <code>svm_pageseg_classify -</code>.</li>
</ul>
<p>Download:
<a href="code/Page_Segmentation_source_code.zip">Source code for Web page segmentation</a></p>
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Professional Activities</font></b></td>
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<p
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align="left"><b>Journal reviewer</b>:<br>
ACM Transactions on Information Systems (TOIS),<br>
IEEE Transactions on Knowledge and Data Engineering (TKDE),<br>
ACM Transactions on the Web (TWEB),<br>
ACM Transactions on Intelligent Systems and Technology (ACM TIST),<br>
Neurocomputing,<br>
Neural Networks,<br>
Neural Computing and Applications (NCA).<br>
</font></p>
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<p
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align="left"><b>Conference PC member</b>:<br> Conference on Empirical Methods in Natural Language Processing (EMNLP), 2013.<br>International Joint Conference on Natural Language Processing (IJCNLP), 2013.<br>Asia Information Retrieval Societies Conference (AIRS), 2012 and 2013.<br>
</font></p>
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<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left"><b>Conference reviewer</b>: SIGIR 2013, WWW 2013, KDD 2013, ICDM 2013, SIGIR 2012, ICDM 2012, etc.<br>
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Teaching Experience</font></b></td>
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<p
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align="left"> Teaching Assistant, SEEM4630 E-Commerce Data Mining, Fall Semester in 2011. <br>
</font></p>
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<li>
<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left"> Teaching Assistant, SEEM3460 Computer Processing System Concepts, Spring Semester in 2010, 2011 and 2012. <br>
</font></p>
</li>
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<p
style="margin: 6px 3px 10px 1px; word-spacing: 1px; text-indent: 1px; line-height: 150%;"
align="left"> Teaching Assistant, SEEM2020 Digital Logic and Systems, Fall Semester in 2009 and 2010. <br>
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<p align="center"><font color="#999966">Last Modified: November, 2014</font></p>
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