edited version banerjee sultan emac 2016
TRANSCRIPT
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Sy Banerjee,Associate Professor
School of ManagementUniversity of Michigan, Flint,
Fareena Sultan,Professor
DAmore Mc!im School of "usiness #ortheastern University, "oston, MA, [email protected]
Presented at EMAC 2016, Oslo, NorwayMay $%, $&'(
Social Media
eo!orensics"An E#$loratory Analysis
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CON%EN%S• "A)!*+U#D
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SOC&A' ME(&A S)A*&N• Social Media sharing can have 5romotional
value in 2ntegrated Mar6eting )ommunications
7Mangold and Faulds $&&89
• )an ca5ture attention of consumers, trigger
li6es, comments and brand 5o5ularity 7:ries,
*ensler and 3eeang $&'$9• )an act as Product -valuation and
+ecommendation to friends 7)hen, Fay, 4ang
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CON%EN% ANA'+S&S OF
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'OCA%&ON-BASE( SOC&A'
NE%O*.S• A55s li6e Foursuare, *o
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'OCA%&ON-BASE( SOC&A' ME(&AMON&%O*&N
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#eighborhoods
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.ey *esearc/uestion
*iven the eB5onential rise in social mediasharing from a variety of 5hysicallocations, ho< does conteBt aect usageG4hat can mar6eters learn from these
conteBtEs5eciHc behaviorsG
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SOC&A' ME(&A
EOFO*ENS&CS")A% &S &%
AnalyIing 5hysical conteBtEs5eciHc informationfrom 3ocation "ased Social #et
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8
/at does Social Media
eo!orensics entail
• 2dentifying social media 5latforms revealing location
• )onnecting conteBt variables that hel5 eB5lain sharedinformation
• )oding shared content
• Understanding user characteristics based on sharing5atterns
• AnalyIing user and conteBt eects on sharing behavior
•
Dra
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'&
Oerall (ataCollection and
Analysis Process
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1otal $?'$ t
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%EE% CA%EO*&3A%&ON
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*ESEA*C) 5ES%&ONS
• Are all venues created eualG Are users more li6ely to
chec6 into certain locations more than some othersG
• nce chec6ed in, ho< does venue and user ty5e
aect the content of t
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NE ME%*&CS
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COMP5%&N 4EN5E
4A*&AB&'&%+
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!ee5ing number of chec6Eins constant as more categories arechec6ed into, the Unali6eability 2ndeB, or :enue :ariability 7::9increases. So
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S)A*E OF C)EC. &NS B+ 4EN5E AN(4EN5E 4A*&AB&'&%+ FO* OMEN
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4EN5E &MPO*%ANCE
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4EN5ES AN( %&M&N B+EN(E*
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NO8 OF F*&EN(S B+ 4EN5E AN(EN(E*
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%EE% CON%EN% B+ 4EN5E,4EN5E 4A*&AB&'&%+ AN( EN(E*
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2n
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$?
MANAE*&A' AC%&ONS-1
SegmentL target for cross 5romotions, ne< eB5eriencesMichael chec6s in at
)lar6e chec6s in at
4ho
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$%
4hat is the chec6Ein share of your brand
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$(
4hat are the 5rime times and categories for crossE5romoting your brand or categoryG
MANAE*&A' AC%&ONS -9
n 1uesdaysL 1hursdays, if
targeting men, usefood cou5ons, for
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$
/o< do you target grou5s for your categoryG
MANAE*&A' AC%&ONS
-:
2f in Arts N -ntertainment or
utdoors, men are
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$J
4hat 6ind of information can you mine from yourvenueG
MANAE*&A' AC%&ONS -;
/en t/e &O ratio is < 1, there is more inner directedcontent and you can learn more about customers 5ersonal
lives and needs/en t/e &O is = 1, there is more outer directed content,
and you can Hnd out more about customers eB5eriences,
and
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Contri>utions• )once5tualiIing and com5uting venue
variability• #e<
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5ES%&ONS