LinkAnalysisByBarneaSCIP.INSIGHTFeb 2010

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  • 8/14/2019 LinkAnalysisByBarneaSCIP.INSIGHTFeb 2010

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    Link analysis is the process of

    building networks of

    interconnected objects through

    various relationships to discover

    patterns and trends. Its main tasks are

    to find and link together information

    from various sources, and to adequately

    represent and estimate the relevance of

    this information.

    Developed during the last 15-20

    years, link analysis has been applied to

    various fields, including mathematics,

    social sciences and computer science.

    This analysis has recently attracted

    wider attention for its applicability to

    law enforcement and intelligence

    investigations (international terrorism,

    illegal money flows), fraud detection

    (banking, insurance), Web analysis

    (search engines, marketing),

    telecommunications (routers, traffic,

    connectivity), and competitive

    intelligence.

    Link analysis can also mine and

    analyze competitor site links inextensive detail. Analysis results are

    displayed as a graph of linked objects

    that support various object

    manipulation and drill-down

    operations.The visual output of link

    analysis facilitates better understanding

    of the hidden structure of investigating

    data, and helps quickly isolate patterns

    for additional investigation.

    Links between contextual maps can

    facilitate the research process by

    providing another way to communicate

    knowledge, similar to the social process

    (the interaction between people).

    Almost any information item can be

    associated within one or more

    contexts. A tool capable of building up

    the context of one item in combination

    with other relevant resources can

    significantly contribute to

    understanding the big picture.

    The competitive intelligence team

    collects and obtains information from a

    wide variety of sources. The link

    analysis system should manage

    information in any digital form including

    e-mail, a key source of incoming

    competitive information. Internal

    database information relating to people,

    companies, and technologies should

    also be accessible for inclusion into this

    system as should external information

    linked to other related internal

    resources.

    Information received from primarysources provides high quality input to

    the competitive intelligence process.

    The competitive intelligence team

    should be able to quickly add it into the

    repository, preferably without

    additional processing. This primary

    source information can then be

    combined with other information,

    analyzed for context, and links created

    between individual items.

    Competitive intelligence professionals

    receive information that can be viewed in

    multiple contexts. The link analysis

    solution has to process information

    within these diverse contexts while

    applying each individual change to al

    contexts. Creating links between these

    different contexts gives an added value to

    the intelligence picture.

    During the link analysis process, links

    should be distinguished by type

    applying color, thickness or textua

    labels. Together with overa ll relat ionship

    visualization of the links and their

    sources, this supports intelligence

    efforts by showing the type and the

    relevance of the resources and links

    Visualization is also a proven way to

    transfer knowledge between team

    associates. Visual mapping of gathered

    information improves the ability to

    communicate knowledge and

    understanding of relationships and

    textual phrasing.

    The contribution of competitiveintelligence is measured by its ability to

    create meaningful knowledge

    Information has to be integrated into a

    picture which will facilitate intelligence

    knowledge development. This process

    can be strongly supported by link

    analysis systems which analyze diverse

    resources as well as trace hidden

    relationships.

    www.scip.org Enhancing the success of our members through leadership, education, advocacy and networking

    AUTHOR

    Avner Barnea

    Competitive Intelligence Lecturer

    MBA program of the Ono Academic College, Israel

    Blast from the Past: Link Analysis a Tool for Competitive

    Intelligence

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    For example, the competitiveintelligence team collects information

    on companies operating in a

    marketplace and then analyzes the

    cross ownership of those companies.

    Basic link analysis software can create a

    context map from the information. This

    network displays the ownership links

    between the company and its owners to

    other companies, and can represent

    other attributes like percentage of

    ownership.

    Finding relations based on similarities

    can be useful when looking into thehistory of strategic cooperation

    between competitors, for example

    when you are evaluating potential

    collaboration regarding participation in

    a tender offer. Finding similarities

    through comparisons based on

    companies past activities and links

    significant contributes to competitive

    intelligence knowledge when the teamneeds precise information, has to rely

    on assessments, and creates

    recommendations for action. In another

    example, when profiling a key person

    the team should be able to review his

    past or present holdings in varied

    companies or his connection to other

    business activities.

    Competitive intelligence teams are

    under permanent pressure to conduct

    analysis and create recommendations to

    internal customers in a timely manner.

    Systems that allow them to efficientlycompose reports based on linked and

    organized information can provide

    significant added value. It is difficult to

    conduct the complicated process of

    inference without the ability to

    combine contexts and contents, and

    trace hidden and visible information

    links. Link analysis is an analytical tool

    that supports intelligence analysis andthe development of recommendations

    that can improve company

    performance.

    About the Author:

    Avner Barnea, former senior member o

    the Israeli Intelligence Community, holds an

    MA from the Hebrew University

    Jerusalem and the Top Executive Program

    in Marketing Management from the Te

    Aviv University Graduate School

    Business Administration. Avner is a gues

    lecturer on CI at the Hebrew University o Jerusalem Business School and at th

    Business School of the Academic Studies

    Division of the College of Management

    Currently he is also a lecturer on

    Competitive Intelligence at the MBA

    program of the Ono Academic College

    Israel.

    www.scip.org Enhancing the success of our members through leadership, education, advocacy and networking 2