講義情報/ウェブ工学

ウェブ工学 / Web Engineering

豊田正史(生産研)
電子情報学専攻, 2015 冬, 月 14:55-16:40

Masashi Toyoda (Institute of Industrial Science)
Information and Communication Engineering, 2015 Winter, Monday 14:55-16:40

Topics

Learn basics of Web related research area and its recent trends.

• Search Engine, Information Retrieval
• Social Media/Networks
• Natural Language Processing, Machine Learning, Data Mining for the Web
• Big Data, Cyber-Physical Systems, Internet of Things (IoT)
• ...

Format

• Seminar style
• Three or four students introduce research papers (publised on top conferences/journals) at each session.
• Read the following guidance document(WebEng-2015.pdf) and send e-mail to me with your registration information.

Schedule

10/5(Mon)

Guidance: WebEng-2015.pdf

10/12(Mon) Holiday

10/19(Mon) Session 1

• 城戸祐亮: Sergey Brin and Lawrence Page. The Anatomy of a Large-Scale Hypertextual Web Search Engine. WWW7, 1998. (The Seoul Test of Time Award. 2015)
• 小林賢: A. Heydon and M. Najork. Mercator: A scalable, extensible web crawler. WWW8, 1999 .

10/26(Mon) Session 2

• 依田伸樹: Andrei Z. Broder, Steven C. Glassman, Mark S. Manasse, and Geoffrey Zweig. Syntactic clustering of the Web. In the sixth international conference on World Wide Web, 1997.
• 三浦信一: Andrei Broder. 2002. A taxonomy of web search. SIGIR Forum 36, 2, 3-10, 2002.
• 池下克彦: M. Zukowski, S. Heman, N. Nes, and P. Boncz. Super-scalar RAM-CPU cache compression. In Proc. of the Int. Conf. on Data Engineering, 2006.

10/29(Thu) Session 3

• 呂彩林: Page, Lawrence; Brin, Sergey; Motwani, Rajeev; Winograd, Terry. The PageRank Citation Ranking: Bringing Order to the Web. 1999.
• 北澤拓也: J. Kleinberg. Authoritative Sources in a Hyperlinked Environment, Proc. 9th ACM SIAM Symposium on Discrete Algorithms, 1998. Extended version in Journal of the ACM 46(1999).
• 丸中愉太: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins. Trawling the Web for Emerging Cyber-Communities. WWW8, 1999

11/02(Thu) Cancel

11/9(Mon) Session 4

• 坂西一暁: Andrei Broder, Ravi Kumar, Farzin Maghoul, Prabhakar Raghavan, Sridhar Rajagopalan, Raymie Stata, Andrew Tomkins, Janet Wiener. Graph structure in the web. WWW9, 2000.
• 中田謙二郎: Dennis Fetterly, Mark Manasse, Marc Najork, and Janet Wiener. A Large-Scale Study of the Evolution of Web Pages. WWW2003, 2003.
• 篠田詩織: A. Clauset, C.R. Shalizi, and M.E.J. Newman, Power-law distributions in empirical data. SIAM Review 51(4), 661-703 (2009).

11/16(Mon) Session 5

• 加藤千裕: KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing. SIGMOD 2015, 2015.
• 志立回: Chang, Kerry Shih-Ping, and Brad A. Myers. "Creating interactive web data applications with spreadsheets." Proceedings of the 27th annual ACM symposium on User interface software and technology. UIST2014, 2014.

11/23(Mon) Holiday

11/30(Mon) Session 6

• 上子優香: Kulshrestha, Juhi, et al. "Characterizing Information Diets of Social Media Users." Ninth International AAAI Conference on Web and Social Media, 2015.
• 小林瑞紀: Temporal QoS-Aware Web Service Recommendation via Non-negative Tensor Factorization, WWW2014, 2014.
• 藤本東: Ruan, Yiye, David Fuhry, and Srinivasan Parthasarathy. "Efficient community detection in large networks using content and links." Proceedings of the 22nd international conference on world wide web. 2013.

12/7(Mon) Session 7

• 尉林暉: Microtask programming: building software with a crowd. UIST 2014, 2014.
• 平田歩: Impact of Response Latency on User Behavior in Web Search. SIGIR 2014, 2014.
• Naoto Ozaki: Alvari, H, et. al. Community detection in dynamic social networks: A game-theoretic approach. ASONAM2014, 2014.

12/14(Mon) Session 8

• 佐藤康次: Bolong Zheng, et al.. "Approximate Keyword Search in Semantic Trajectory Database". ICDE2015, 2015.
• 竹之内玲: Monitoring web browsing behavior with differential privacy, WWW2014, 2014.
• 河津裕貴: Predicting group stability in online social network. WWW2013, 2013.

12/21(Mon) Session 9

• 林昌吾: Dahse, Johannes, Nikolai Krein, and Thorsten Holz. "Code Reuse Attacks in PHP: Automated POP Chain Generation." Proceedings of the 2014 ACM SIGSAC Conference on Computer and Communications Security, 2014.
• 田口奨也: Quite a mess in my cookie jar!: leveraging machine learning to protect web authentication. WWW2014, 2014.
• 橋本和真: Socher, Richard and Perelygin, Alex and Wu, Jean and Chuang, Jason and Manning, Christopher D. and Ng, Andrew and Potts, Christopher. Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank. EMNLP2013, 2013.

12/23(Wed) Session 10 (Cancel?)

• 酒井一憲: Myeonjae Jeon et al. Predictive Parallelization: Taming Tail Latencies in Web Search. SIGIR 2014, 2014
• 内田祐介: Beliefs and Biases in Web Search, SIGIR'13.
• Phan Than Vu: Greg Ver Steeg, Aram Galstyan. Information-Theoretic Measures of Influence Based on Content Dynamics. WSDM '13

1/7(木) Session 11

• 佐藤翔悦: Crowdsourcing Interaction logs to understand text reuse from the web. ACL2013, 2013.
• 中岡淳登: Dimitris Kontokostas, Patrick Westphal, Sören Auer, Sebastian Hellmann, Jens Lehmann, Roland Cornelissen and Amrapali Zaveri, Test-Driven Evaluation of Linked Data Quality. WWW 2014.
• 泉裕一朗: Bin Bi, Learning to Recommend Related Entities to Search Users. WSDM2015.

1/25(月) Session 12

• 瀬嵜康大: Amin Milani Fard, et al., Leveraging existing tests in automated test generation for web applications. ASE 2014.
• 吉田夏子: Cranshaw, Justin, et al. The Livehoods Project: Utilizing Social Media to Understand the Dynamics of a City. ICWSM. 2012.
• 伏見遼平: Mouse Tracking: Measuring and Predicting Users’ Experience of Web-based Content. CHI2012.