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    Sy Banerjee,Associate Professor

    School of ManagementUniversity of Michigan, Flint,

     [email protected]

    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

    • !- +-S-A+)/ 0U-S12#

    D-F2#212# F S)2A3 M-D2A *-F+-#S2)S• DA1A )33-)12# A#D SAMP3-

    •  14--1 )#1-#1 )3ASS2F2)A12# A#D )D2#*

    • A#A3S2S

    • 2MP32)A12#S

    • )#1+2"U12#S

    $

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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

    $&''9 ;

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    CON%EN% ANA'+S&S OF

    %EE%S

    • 1

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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

    (

      32S1-#2#* A#D A#A3S2S

    #eighborhoods

    2nEstoreretailaisles

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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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    '$

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    CON%EN% ANA'+S&S 14--1 )A1-*+2>A12#

    ';

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    %EE% CA%EO*&3A%&ON

    (ESC*&P%&4ES

    '?

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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

    5SE* C)A*AC%E*&S%&CC

    • 4EN5E 4A*&AB&'&%+ C /4 F3-2"3- A+- 1/- US-+S 2# )/-)!2#* 2# A1

    MU312P3- 1P-S F :-#U-S 7FD, A+1S N -#1, +-1A23, 1+A#SP+19• 4EN5E C)A*AC%E*&S%&CS

    • 4EN5E &MPO*%ANCE 7S/A+- F )/-)! 2#S 421/2# )A1-*+9

    • O #UM"-+ F )/-)!2#S 2# :-#U- L11A3 #UM"-+ F )/-)!2#S 2# )A1-*+

    • 4EN5E %&M&N O DA + DAPA+1 -FF-)1S

    • 4EN5E SOC&A' &MPO*%ANCE O 7A:-+A*- # F F+2-#DS A))MPA#2-D9

    • &NA*(O5%A*( (&*EC%E(NESS 7 7#UM"-+ F P-+S#A3 14--1S L

    #UM"-+ F :-#U-E+-3A1-D 14--1S9

    '(

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    COMP5%&N 4EN5E

    4A*&AB&'&%+ 

    '

    !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

    '8

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    4EN5E &MPO*%ANCE

    $&

    ;.;

    &.J

    &.J

    &.%

    &.%

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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*

    $;

    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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    $8

    Contri>utions• )once5tualiIing and com5uting venue

    variability• #e<

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    5ES%&ONS