Analyzing IS Security and Risk Management in Data Republic
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This report provides an in-depth analysis of Information Systems (IS) security and risk management practices at Data Republic, a company that provides a secure platform for data exchange. It explores the services offered by Data Republic, including secure data exchange and data event management, and how information systems support their business operations. The report details the general management controls, such as software, hardware, and security controls, and application controls, including input, processing, and output controls, implemented by Data Republic to protect data. It also examines the risk management techniques followed by the company to ensure reliability, confidentiality, integrity, and security, as well as the importance of auditing processes, systems, and products. The report concludes with recommendations for Data Republic to further enhance its data security measures, highlighting the need for continuous monitoring and adaptation to emerging threats, and acknowledges the support from the Australian government in securing data communications.

Running Head: IS SECURITY AND RISK MANAGEMENT
IS Risk Management in Data Republic
Name of the student:
Name of the university:
Author note:
IS Risk Management in Data Republic
Name of the student:
Name of the university:
Author note:
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1IS SECURITY AND RISK MANAGEMENT
Abstract: The topic mainly deals with the risk management technologies that an organization
should adopt to eliminate the risks in their function. They take the help of general management
controls and application controls to get rid of data theft. Auditing is also significantly important
to manage the risks. Data Republic provides a platform to other organisations to share data.
Therefore, they require to secure the data and establish reliable connections between the
organisations.
Abstract: The topic mainly deals with the risk management technologies that an organization
should adopt to eliminate the risks in their function. They take the help of general management
controls and application controls to get rid of data theft. Auditing is also significantly important
to manage the risks. Data Republic provides a platform to other organisations to share data.
Therefore, they require to secure the data and establish reliable connections between the
organisations.

2IS SECURITY AND RISK MANAGEMENT
Table of Contents
Introduction......................................................................................................................................3
Discussion........................................................................................................................................3
Services offered by Data Republic..............................................................................................3
Relation between information system and organisation business operations..............................4
General Management Controls undertaken by the company.......................................................4
Application controls.....................................................................................................................5
Difference between General management controls and application controls for IS...................6
Risk management techniques followed by Data Republic..........................................................7
Importance of auditing.................................................................................................................7
Conclusions......................................................................................................................................7
Recommendations........................................................................................................................7
References........................................................................................................................................8
Table of Contents
Introduction......................................................................................................................................3
Discussion........................................................................................................................................3
Services offered by Data Republic..............................................................................................3
Relation between information system and organisation business operations..............................4
General Management Controls undertaken by the company.......................................................4
Application controls.....................................................................................................................5
Difference between General management controls and application controls for IS...................6
Risk management techniques followed by Data Republic..........................................................7
Importance of auditing.................................................................................................................7
Conclusions......................................................................................................................................7
Recommendations........................................................................................................................7
References........................................................................................................................................8
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3IS SECURITY AND RISK MANAGEMENT
Introduction:
This assignment mainly focuses on information systems security and risk management.
This has become important with the growing volume of data or information. Organisations use
risk management techniques to protect information and keep the data safe from unauthorized
access (De Carlo et al., 2014). It has become as important as protecting the property of the
organisation. Protecting the information and safeguarding the data helps the company to
eliminate thefts or illegal access of data. They achieve this security by following various types of
information system controls. The main objective of this report is to deal with two types of IS
control- one is the general management control and the other is application control of the
selected organisation. The selected organisation for this report is Data Republic. The report will
enlighten the risk management methods undertaken by the company to protect its data, the
general management and application control adopted by them followed by the reason for
adoption of auditing information system. Following paragraphs will reveal the services provided
by Data Republic and the methods by which information system is helping the company in its
business and in achieving the goal of the company.
Discussion:
Services offered by Data Republic:
Secure platform for data exchange: Data Republic provides a secure and unique framework to
other organisation that own data and can exchange as well as analyse those data with the help of
Senate platform (2018). The platform provides a secure infrastructure for data analytics to
companies so that they are able to solve business related problems. The service that Data
Republic provides to its customers will facilitate them in decision-making
("https://go.datarepublic.com.au/data-valuation-whitepaper/", 2018). If secure connection is
Introduction:
This assignment mainly focuses on information systems security and risk management.
This has become important with the growing volume of data or information. Organisations use
risk management techniques to protect information and keep the data safe from unauthorized
access (De Carlo et al., 2014). It has become as important as protecting the property of the
organisation. Protecting the information and safeguarding the data helps the company to
eliminate thefts or illegal access of data. They achieve this security by following various types of
information system controls. The main objective of this report is to deal with two types of IS
control- one is the general management control and the other is application control of the
selected organisation. The selected organisation for this report is Data Republic. The report will
enlighten the risk management methods undertaken by the company to protect its data, the
general management and application control adopted by them followed by the reason for
adoption of auditing information system. Following paragraphs will reveal the services provided
by Data Republic and the methods by which information system is helping the company in its
business and in achieving the goal of the company.
Discussion:
Services offered by Data Republic:
Secure platform for data exchange: Data Republic provides a secure and unique framework to
other organisation that own data and can exchange as well as analyse those data with the help of
Senate platform (2018). The platform provides a secure infrastructure for data analytics to
companies so that they are able to solve business related problems. The service that Data
Republic provides to its customers will facilitate them in decision-making
("https://go.datarepublic.com.au/data-valuation-whitepaper/", 2018). If secure connection is
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4IS SECURITY AND RISK MANAGEMENT
established then the organisations can easily access advance technologies like Hadoop served by
Data Republic.
Manages data events: Data exchange is a two-way procedure and both the organisation is
involved in the process. The Senate platform securely manages exchange of data and has proven
to be successful in managing data events. It provides a secured environment where Data Listings
can be controlled. The participants that are accessing data can be monitored through this process
and they can be terminated with end of the event.
Relation between information system and organisation business operations:
Information System is defined as the process to collect and organise data for future
analysis. The mentioned organisation deals with data exchange between two organisations. To
provide this service they require storing huge amount of data. The data needs to be organised and
structured. To achieve this Data Republic makes use of information system. With the help of a
software, they organise data. With information system comes security. IS security deals with the
amount of privacy offered to data so that it does not go to unwanted hands. Data Republic
provides all security required to keep data safe. IS enlightens the communication of data and the
mentioned organisation deals with communication of data between two companies. Therefore, IS
helps Data Republic largely to achieve its business goals and carry on operations smoothly.
General Management Controls undertaken by the company:
There are various types of general management controls like software control, hardware
control, security control, implementation control and application control (Guenther, 2013).
Software control is required to have direct control over the programs that access the data and
make favourable changes so that unauthorized access is prevented. Hardware control is required
to control the physical parts of the computer so that it can be made secured. Data security control
established then the organisations can easily access advance technologies like Hadoop served by
Data Republic.
Manages data events: Data exchange is a two-way procedure and both the organisation is
involved in the process. The Senate platform securely manages exchange of data and has proven
to be successful in managing data events. It provides a secured environment where Data Listings
can be controlled. The participants that are accessing data can be monitored through this process
and they can be terminated with end of the event.
Relation between information system and organisation business operations:
Information System is defined as the process to collect and organise data for future
analysis. The mentioned organisation deals with data exchange between two organisations. To
provide this service they require storing huge amount of data. The data needs to be organised and
structured. To achieve this Data Republic makes use of information system. With the help of a
software, they organise data. With information system comes security. IS security deals with the
amount of privacy offered to data so that it does not go to unwanted hands. Data Republic
provides all security required to keep data safe. IS enlightens the communication of data and the
mentioned organisation deals with communication of data between two companies. Therefore, IS
helps Data Republic largely to achieve its business goals and carry on operations smoothly.
General Management Controls undertaken by the company:
There are various types of general management controls like software control, hardware
control, security control, implementation control and application control (Guenther, 2013).
Software control is required to have direct control over the programs that access the data and
make favourable changes so that unauthorized access is prevented. Hardware control is required
to control the physical parts of the computer so that it can be made secured. Data security control

5IS SECURITY AND RISK MANAGEMENT
ensures that personal data are not subjected to any changes, modifications or destructions. The
system should be audited to ensure proper working of the process. Implementation control
manages and controls the processes to audit the system (DAILY, KIEFF & WILMARTH JR,
2014). Formulating various standards and rules that should be followed during the
implementation of data exchanges falls under the administration control. All the companies
possess the mentioned control. Data Republic has the same general management control
methods. It has an internal risk management group that helps to manage risks that are identified
in the company. The group monitors the functioning of all the operations and application carried
out by the mentioned company as well as maintaining integration of strategies followed to reduce
the risks (Vempati et al., 2014). The unit of risk management follows their own standards and is
independent of standards, rules and regulations set by global risk management units. The director
of the group manages all functions and informs related risks to risk management board as well as
assists them to take major decisions regarding reduction of risks.
To manage risks the company has a technical office that supports the group as and when
required (Lam, 2014). The members of this office are software engineers that controls the
software of the company and invents new programs by which they can secure the personal
information and data of the company. They also see to data security control by managing data
events. Data events help to get a list of organisations that are accessing the data of Data Republic
to facilitate data exchange (Smith & Wong, 2016). By doing so they will be able to keep a track
of them. Whenever any malicious activity take place on the company’s network, the engineers
are able to locate them and deny their access to the network.
The company has an administrative board that sets certain standards and rules for the
company to protect data.
ensures that personal data are not subjected to any changes, modifications or destructions. The
system should be audited to ensure proper working of the process. Implementation control
manages and controls the processes to audit the system (DAILY, KIEFF & WILMARTH JR,
2014). Formulating various standards and rules that should be followed during the
implementation of data exchanges falls under the administration control. All the companies
possess the mentioned control. Data Republic has the same general management control
methods. It has an internal risk management group that helps to manage risks that are identified
in the company. The group monitors the functioning of all the operations and application carried
out by the mentioned company as well as maintaining integration of strategies followed to reduce
the risks (Vempati et al., 2014). The unit of risk management follows their own standards and is
independent of standards, rules and regulations set by global risk management units. The director
of the group manages all functions and informs related risks to risk management board as well as
assists them to take major decisions regarding reduction of risks.
To manage risks the company has a technical office that supports the group as and when
required (Lam, 2014). The members of this office are software engineers that controls the
software of the company and invents new programs by which they can secure the personal
information and data of the company. They also see to data security control by managing data
events. Data events help to get a list of organisations that are accessing the data of Data Republic
to facilitate data exchange (Smith & Wong, 2016). By doing so they will be able to keep a track
of them. Whenever any malicious activity take place on the company’s network, the engineers
are able to locate them and deny their access to the network.
The company has an administrative board that sets certain standards and rules for the
company to protect data.
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Application controls:
Application control ensures that personal information of an organisation is accurately
accessed and processed with the help of manual methods. There are mainly three types of
application control that organisations follow. They are input, processing and output controls
(Ferguson, Guha, Liang, Fonseca & Krishnamurthi, 2013). The input controls checks the
accuracy and completeness of data that the system uses as input. Different processes like data
editing and conversion utilizes different types of input controls. Processing controls that the data
are accurate and complete at the time of updating or processing ("Application Controls", 2018).
The processes like computer matching, control along with run control totals are used during the
processing controls. Output controls ensure that output of processing control is accurate,
complete and distributed properly. The application controls followed by Data Republic are:
Edit checks: This controls input of the system. They consist of programmed routines
that corrects the errors of the input data before they are being processed.
Identification and Authentication checks: This type of application control checks the
authentication of data and identifies the sources and destination of data that are
performing data exchange.
Validity checks: This type of application control checks whether the users that are using
the Senate platform of Data Republic to exchange information are valid or not. If the
program detects an invalid user then access is denied to data storage of the company.
Difference between General management controls and application controls for IS:
The main difference between the above two controls are that general management
controls monitors the overall performance of the system. It deals with methods undertaken by a
particular organisation to carry on the functions smoothly. General management controls include
Application controls:
Application control ensures that personal information of an organisation is accurately
accessed and processed with the help of manual methods. There are mainly three types of
application control that organisations follow. They are input, processing and output controls
(Ferguson, Guha, Liang, Fonseca & Krishnamurthi, 2013). The input controls checks the
accuracy and completeness of data that the system uses as input. Different processes like data
editing and conversion utilizes different types of input controls. Processing controls that the data
are accurate and complete at the time of updating or processing ("Application Controls", 2018).
The processes like computer matching, control along with run control totals are used during the
processing controls. Output controls ensure that output of processing control is accurate,
complete and distributed properly. The application controls followed by Data Republic are:
Edit checks: This controls input of the system. They consist of programmed routines
that corrects the errors of the input data before they are being processed.
Identification and Authentication checks: This type of application control checks the
authentication of data and identifies the sources and destination of data that are
performing data exchange.
Validity checks: This type of application control checks whether the users that are using
the Senate platform of Data Republic to exchange information are valid or not. If the
program detects an invalid user then access is denied to data storage of the company.
Difference between General management controls and application controls for IS:
The main difference between the above two controls are that general management
controls monitors the overall performance of the system. It deals with methods undertaken by a
particular organisation to carry on the functions smoothly. General management controls include
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7IS SECURITY AND RISK MANAGEMENT
steps like software and hardware control, administrative control and so on. To manage the
general risks of the company, organisations has separate units to manage the different sectors of
the company. There is a separate team to manage the software sector of the organisation that
invents new methods to protect the data of the organisation.
Whereas, application controls checks the systems that are directly related to data like
input controls, processing and output controls (Griss et al., 2014). Input control checks the input
data of the company, processing control ensures that the input controls perform accurately and
output controls ensures that the processing controls works as per the requirements.
Risk management techniques followed by Data Republic:
Data Republic follow certain techniques to manage risks and ensure reliability,
confidentiality, integrity and security of the business operations. To ensure reliability the
company has certain regulations that they follow. The rules ensure that the connection
established between two organisations for exchanging data is secured so that the data being
exchanged does not land up in unwanted hand (Lei et al., 2014). By doing so the organisations
will be able to rely on Data Republic. To ensure confidentiality of data the company has a
specialized software team that designs special program to keep information confidential. To
maintain the integrity of the company, Data republic has risk management unit that manages the
risk along with maintaining the integrity of the company. The same software team that designs
special routine programs to deny unauthorized access can achieve security (2018). The
concerned company for risk identification and assessment uses various methods. Several
programs are installed in the data servers that identifies and assesses the unauthorized users.
Importance of auditing:
steps like software and hardware control, administrative control and so on. To manage the
general risks of the company, organisations has separate units to manage the different sectors of
the company. There is a separate team to manage the software sector of the organisation that
invents new methods to protect the data of the organisation.
Whereas, application controls checks the systems that are directly related to data like
input controls, processing and output controls (Griss et al., 2014). Input control checks the input
data of the company, processing control ensures that the input controls perform accurately and
output controls ensures that the processing controls works as per the requirements.
Risk management techniques followed by Data Republic:
Data Republic follow certain techniques to manage risks and ensure reliability,
confidentiality, integrity and security of the business operations. To ensure reliability the
company has certain regulations that they follow. The rules ensure that the connection
established between two organisations for exchanging data is secured so that the data being
exchanged does not land up in unwanted hand (Lei et al., 2014). By doing so the organisations
will be able to rely on Data Republic. To ensure confidentiality of data the company has a
specialized software team that designs special program to keep information confidential. To
maintain the integrity of the company, Data republic has risk management unit that manages the
risk along with maintaining the integrity of the company. The same software team that designs
special routine programs to deny unauthorized access can achieve security (2018). The
concerned company for risk identification and assessment uses various methods. Several
programs are installed in the data servers that identifies and assesses the unauthorized users.
Importance of auditing:

8IS SECURITY AND RISK MANAGEMENT
Audit plan: Data Republic maintains a separate audit plan. The audit plan ensures the following
processes:
Logging of each privileged transactions
All the unauthorized access will be logged so that fraud cases can be detected.
Products that are derived should be controlled.
All users that are licensed to use the data products should follow strict terms and
conditions that will restrict them to do malicious activities.
Audit process: Data Republic does auditing following a particular audit process. The process
involves three steps. They are product, system and process audit (Alles, Brennan, Kogan &
Vasarhelyi, 2018). Here in this particular company the system audit is performed to ensure that
risks are managed efficiently by identifying the end users and mapping business processes.
Process and product audit is required to ensure the quality goals of the organisation (Chan &
Vasarhelyi, 2018). They include the standardization processes and setting other rules and
regulations of the organisation.
Conclusions:
From the above discussions it can be concluded that an organisation needs to take certain
control measures for the managing the risks of the organisation. The measures are general
management controls and application controls. General management controls help to control the
overall processes of the company whereas, application control help to check data security,
completeness and accuracy. Auditing the processes, products and system also helps to manage
the risks. The company should keep in mind that the functions that they are performing and
according to that plan measures. For example, the mentioned company that is Data Republic
handles huge amount of data and is involved in data sharing. Therefore, the company should
Audit plan: Data Republic maintains a separate audit plan. The audit plan ensures the following
processes:
Logging of each privileged transactions
All the unauthorized access will be logged so that fraud cases can be detected.
Products that are derived should be controlled.
All users that are licensed to use the data products should follow strict terms and
conditions that will restrict them to do malicious activities.
Audit process: Data Republic does auditing following a particular audit process. The process
involves three steps. They are product, system and process audit (Alles, Brennan, Kogan &
Vasarhelyi, 2018). Here in this particular company the system audit is performed to ensure that
risks are managed efficiently by identifying the end users and mapping business processes.
Process and product audit is required to ensure the quality goals of the organisation (Chan &
Vasarhelyi, 2018). They include the standardization processes and setting other rules and
regulations of the organisation.
Conclusions:
From the above discussions it can be concluded that an organisation needs to take certain
control measures for the managing the risks of the organisation. The measures are general
management controls and application controls. General management controls help to control the
overall processes of the company whereas, application control help to check data security,
completeness and accuracy. Auditing the processes, products and system also helps to manage
the risks. The company should keep in mind that the functions that they are performing and
according to that plan measures. For example, the mentioned company that is Data Republic
handles huge amount of data and is involved in data sharing. Therefore, the company should
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9IS SECURITY AND RISK MANAGEMENT
ensure that the data are kept confidential and prevented from any kind of unauthorized access. To
accomplish this they have hired a highly specialized software team that help secure the data. The
Australian government is also aiding the company to secure data so that reliable communication
is established between two organisations involved in data sharing activity.
Recommendations:
Data Republic has a strong security of data. However, risks still exists that needs to be
managed. Some recommendations are as follows:
Making the networking systems of the company more strong such that no malicious
activities can be performed on it. Network security can be achieved by following a
number of protocols during handshaking (Aven, 2016). For example, when an
organisation is trying to access the data it has to overcome a number of networking
protocols and then secured connection can be established. However, if the number of
protocol can be increased then the connection can be more secured.
Auditing processes should be made frequent. This will help the organisation to detect any
kind of unauthorized access easily.
ensure that the data are kept confidential and prevented from any kind of unauthorized access. To
accomplish this they have hired a highly specialized software team that help secure the data. The
Australian government is also aiding the company to secure data so that reliable communication
is established between two organisations involved in data sharing activity.
Recommendations:
Data Republic has a strong security of data. However, risks still exists that needs to be
managed. Some recommendations are as follows:
Making the networking systems of the company more strong such that no malicious
activities can be performed on it. Network security can be achieved by following a
number of protocols during handshaking (Aven, 2016). For example, when an
organisation is trying to access the data it has to overcome a number of networking
protocols and then secured connection can be established. However, if the number of
protocol can be increased then the connection can be more secured.
Auditing processes should be made frequent. This will help the organisation to detect any
kind of unauthorized access easily.
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References:
(2018). Retrieved from
http://wps.prenhall.com/wps/media/objects/14071/14409392/Learning_Tracks/
Ess10_Ch07_LT4_General_and_Application_Controls_for_Information_Systems.pdf
(2018). Retrieved from https://www.datarepublic.com/assets/security_white_paper.pdf
Alles, M., Brennan, G., Kogan, A., & Vasarhelyi, M. A. (2018). Continuous monitoring of
business process controls: A pilot implementation of a continuous auditing system at
Siemens. In Continuous Auditing: Theory and Application (pp. 219-246). Emerald
Publishing Limited.
Application Controls. (2018). Retrieved from http://www.isaca.org/Groups/Professional-
English/application-controls/Pages/ViewDiscussion.aspx?PostID=47
Aven, T. (2016). Risk assessment and risk management: Review of recent advances on their
foundation. European Journal of Operational Research, 253(1), 1-13.
Chan, D. Y., & Vasarhelyi, M. A. (2018). Innovation and practice of continuous auditing.
In Continuous Auditing: Theory and Application (pp. 271-283). Emerald Publishing
Limited.
DAILY, J. E., KIEFF, F. S., & WILMARTH JR, A. E. (2014). Introduction. In Perspectives on
Financing Innovation (pp. 13-16). Routledge.
De Carlo, F., Gürsoy, D., Marone, F., Rivers, M., Parkinson, D. Y., Khan, F., ... & Narayanan, S.
(2014). Scientific data exchange: a schema for HDF5-based storage of raw and analyzed
data. Journal of synchrotron radiation, 21(6), 1224-1230.
References:
(2018). Retrieved from
http://wps.prenhall.com/wps/media/objects/14071/14409392/Learning_Tracks/
Ess10_Ch07_LT4_General_and_Application_Controls_for_Information_Systems.pdf
(2018). Retrieved from https://www.datarepublic.com/assets/security_white_paper.pdf
Alles, M., Brennan, G., Kogan, A., & Vasarhelyi, M. A. (2018). Continuous monitoring of
business process controls: A pilot implementation of a continuous auditing system at
Siemens. In Continuous Auditing: Theory and Application (pp. 219-246). Emerald
Publishing Limited.
Application Controls. (2018). Retrieved from http://www.isaca.org/Groups/Professional-
English/application-controls/Pages/ViewDiscussion.aspx?PostID=47
Aven, T. (2016). Risk assessment and risk management: Review of recent advances on their
foundation. European Journal of Operational Research, 253(1), 1-13.
Chan, D. Y., & Vasarhelyi, M. A. (2018). Innovation and practice of continuous auditing.
In Continuous Auditing: Theory and Application (pp. 271-283). Emerald Publishing
Limited.
DAILY, J. E., KIEFF, F. S., & WILMARTH JR, A. E. (2014). Introduction. In Perspectives on
Financing Innovation (pp. 13-16). Routledge.
De Carlo, F., Gürsoy, D., Marone, F., Rivers, M., Parkinson, D. Y., Khan, F., ... & Narayanan, S.
(2014). Scientific data exchange: a schema for HDF5-based storage of raw and analyzed
data. Journal of synchrotron radiation, 21(6), 1224-1230.

11IS SECURITY AND RISK MANAGEMENT
Ferguson, A. D., Guha, A., Liang, C., Fonseca, R., & Krishnamurthi, S. (2013, August).
Participatory networking: An API for application control of SDNs. In ACM SIGCOMM
computer communication review (Vol. 43, No. 4, pp. 327-338). ACM.
Griss, J., Jones, A. R., Sachsenberg, T., Walzer, M., Gatto, L., Hartler, J., ... & Cox, J. (2014).
The mzTab Data Exchange Format: communicating MS-based proteomics and
metabolomics experimental results to a wider audience. Molecular & Cellular
Proteomics, mcp-O113.
Guenther, T. W. (2013). Conceptualisations of ‘controlling’in German-speaking countries:
analysis and comparison with Anglo-American management control
frameworks. Journal of Management Control, 23(4), 269-290.
https://go.datarepublic.com.au/data-valuation-whitepaper/. (2018). Retrieved from
https://go.datarepublic.com.au/data-valuation-whitepaper/
Lam, J. (2014). Enterprise risk management: from incentives to controls. John Wiley & Sons.
Lei, J., Guan, P., Gao, K., Lu, X., Chen, Y., Li, Y., ... & Zheng, K. (2014). Characteristics of
health IT outage and suggested risk management strategies: An analysis of historical
incident reports in China. International journal of medical informatics, 83(2), 122-130.
Smith, L. C., & Wong, M. A. (Eds.). (2016). Reference and Information Services: An
Introduction: An Introduction. ABC-CLIO.
Vempati, U. D., Chung, C., Mader, C., Koleti, A., Datar, N., Vidović, D., ... & Benes, C. H.
(2014). Metadata standard and data exchange specifications to describe, model, and
integrate complex and diverse high-throughput screening data from the Library of
Integrated Network-based Cellular Signatures (LINCS). Journal of biomolecular
screening, 19(5), 803-816.
Ferguson, A. D., Guha, A., Liang, C., Fonseca, R., & Krishnamurthi, S. (2013, August).
Participatory networking: An API for application control of SDNs. In ACM SIGCOMM
computer communication review (Vol. 43, No. 4, pp. 327-338). ACM.
Griss, J., Jones, A. R., Sachsenberg, T., Walzer, M., Gatto, L., Hartler, J., ... & Cox, J. (2014).
The mzTab Data Exchange Format: communicating MS-based proteomics and
metabolomics experimental results to a wider audience. Molecular & Cellular
Proteomics, mcp-O113.
Guenther, T. W. (2013). Conceptualisations of ‘controlling’in German-speaking countries:
analysis and comparison with Anglo-American management control
frameworks. Journal of Management Control, 23(4), 269-290.
https://go.datarepublic.com.au/data-valuation-whitepaper/. (2018). Retrieved from
https://go.datarepublic.com.au/data-valuation-whitepaper/
Lam, J. (2014). Enterprise risk management: from incentives to controls. John Wiley & Sons.
Lei, J., Guan, P., Gao, K., Lu, X., Chen, Y., Li, Y., ... & Zheng, K. (2014). Characteristics of
health IT outage and suggested risk management strategies: An analysis of historical
incident reports in China. International journal of medical informatics, 83(2), 122-130.
Smith, L. C., & Wong, M. A. (Eds.). (2016). Reference and Information Services: An
Introduction: An Introduction. ABC-CLIO.
Vempati, U. D., Chung, C., Mader, C., Koleti, A., Datar, N., Vidović, D., ... & Benes, C. H.
(2014). Metadata standard and data exchange specifications to describe, model, and
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