第5回 複雑ネットワーク読書会 LT資料

1. 第5回 複雑ネットワーク読書会
Measuring social dynamics in a
massive multiplayer online game
Shintaro
TAKEMURA
d.hatena.ne.jp/taos
twi9er.com/stakemura
facebook.com/shintaro.takemura

2. Author
• Michael
Szell
Sec@on
for
Science
of
Complex
Systems
Research
Assistant
Medical
University
of
Vienna,
Austria
Michael
Szell
is
PhD
candidate
in
physics
at
University
of
Vienna,
Austria,
and
research
assistant
at
the
Sec@on
for
Science
of
Complex
Systems,
Medical
University
of
Vienna,
since
2008.
He
graduated
at
Vienna
University
of
Technology
in
2007,
in
technical
mathema@cs
with
focus
on
computer
science.
Besides
pursuing
his
studies,
Szell
has
co-­‐developed
the
Massive
Mul@player
Online
Game
'Pardus'
(www.pardus.at)
since
2004.
The
universe
of
the
game
features
a
rich
socio-­‐economic
system
with
a
worldwide
user-­‐base
of
more
than
350,000
players.
For
commercially
handling
Pardus
he
co-­‐founded
an
enterprise
in
2006
of
which
he
is
manager.
The
main
part
of
his
scien@fic
work
involves
the
analysis
of
socio-­‐economic
behavior
and
dynamic
social
networks
of
players
from
his
online
game.
His
research
interests
cover
the
analysis
and
modeling
of
complex
socio-­‐economic
systems
and
social
dynamics,
social
network
analysis
and
network
theory,
sta@s@cal
physics,
as
well
as
behavioral
economics
and
evolu@onary
game
theory.
The
hobbies
of
Michael
Szell
include
playing
Badminton,
Tennis,
Squash,
and
the
piano,
programming,
reading,
and
enjoying
life
in
and
around
Vienna.
Szell
is
fluent
in
German,
English,
as
well
as
Hungarian
due
to
his
Hungarian
ancestry.

3. Pardus
• ブラウザベースのオンラインゲーム
– 約３年年かけてゲームプレイヤーの⾏行行動を分析

4. Social Network
• ３種のネットワーク
– Friend network,
– Enemy network
– Private Message (PM)
network

5. Distribution
• Enemiesのinとoutの差異異に注⽬目

6. Triads
• ３つ組に注⽬目

7. Transition
• 推移に注⽬目