| Presentation | 2014-11-14 Analysis of Memory Bias of Network Quality to Users' Communication Behavior during Web Browsing Hideyuki KOTO, Norihiro FUKUMOTO, Sumaru NIIDA, Shigehiro ANO, Shin'ichi Arakawa, Masayuki MURATA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | As the contents of the Internet become richer, quality of communication network plays a key role in determining the perceived experience of users. Consequently, understanding both QoS of the communication network and QoE of users, in terms of user and network interaction, are becoming increasingly important. In this paper, we analyze the effect of memory bias of network quality on user behavior in a flow of web browsing. We utilize a method to convert passively monitored telecommunication traffic into units of user actions and behaviors which correlates highly with the QoE of users. We show that there exists a memory bias where the user's experience and behavior is affected not only by the current network quality, but also by the series of qualities in the past. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Network Quality / Communication Behavior / QoE / Passive Monitoring / Memory Bias |
| Paper # | NS2014-144 |
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| Committee | NS |
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| Conference Date | 2014/11/6(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Network Systems(NS) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Analysis of Memory Bias of Network Quality to Users' Communication Behavior during Web Browsing |
| Sub Title (in English) | |
| Keyword(1) | Network Quality |
| Keyword(2) | Communication Behavior |
| Keyword(3) | QoE |
| Keyword(4) | Passive Monitoring |
| Keyword(5) | Memory Bias |
| 1st Author's Name | Hideyuki KOTO |
| 1st Author's Affiliation | KDDI R&D Laboratories, Inc.() |
| 2nd Author's Name | Norihiro FUKUMOTO |
| 2nd Author's Affiliation | KDDI R&D Laboratories, Inc. |
| 3rd Author's Name | Sumaru NIIDA |
| 3rd Author's Affiliation | KDDI R&D Laboratories, Inc. |
| 4th Author's Name | Shigehiro ANO |
| 4th Author's Affiliation | KDDI R&D Laboratories, Inc. |
| 5th Author's Name | Shin'ichi Arakawa |
| 5th Author's Affiliation | Department of Information Science, Osaka University |
| 6th Author's Name | Masayuki MURATA |
| 6th Author's Affiliation | Department of Information Science, Osaka University |
| Date | 2014-11-14 |
| Paper # | NS2014-144 |
| Volume (vol) | vol.114 |
| Number (no) | 297 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |