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International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456Trend in Scientific Research and Development (IJTSRD) ISSN: 2456Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470 | IF: 4.101

feedback. [18]. It is again divided into two . [18]. It is again divided into two 4. Defense Sector
techniques 1) Lexicon based method Lexicon based method – It depend I In Pakistan the focus of the BA model was to n Pakistan the focus of the BA model was to
upon the vocabulary or words of the person. 2) upon the vocabulary or words of the person. 2) m
minimize the loss of human life froinimize the loss of human life from the drone
Machine Learning method – Machine learning Machine learning a
attack by predicting the future attack frequency ttack by predicting the future attack frequency
a
uses linguistic features.[19]. Overall, these s linguistic features.[19]. Overall, these and the prospective losses and injuries and its nd the prospective losses and injuries and its
a
techniques offer many more linguistic challenges, techniques offer many more linguistic challenges, adoption by the government.doption by the government. [24]
especially when analyzing Twitter and other microespecially when analyzing Twitter and other micro
blogs, which do not contain much information, blogs, which do not contain much information, Challenges in front of BA
assume implicit knowledge, involve lots of assume implicit knowledge, involve lots of 1. Infrastructure
language variations, emoticons, letticons, letter-casing, Big infrastructure is needed to use different BA ig infrastructure is needed to use different BA
B
domain-specific slang, hash tags and irony that and irony that m
models in industry. Presently large multinationals odels in industry. Presently large multinationals
cannot be processed by common BI [19] like face book, Google, IBM,IBM, eBay, amazon are
using it. Large and midlevel companies should Large and midlevel companies should
consider the use of online platforms for this onsider the use of online platforms for this
Applications of BA in manufacturing Applications of BA in manufacturing c
In majority of manufacturing organization BA In majority of manufacturing organization BA purpose. Most mid level companies in level companies in India are
u
services are integrated with existing systems in services are integrated with existing systems in unaware of online platforms of BA.naware of online platforms of BA.
manufacturing like ERP, MRP, SCM etc.SCM etc. The
dashboard is also an important tool used by BA.dashboard is also an important tool used by BA. The 2. Agility
Change is permanent in every business. The BA hange is permanent in every business. The BA
manufacturing industry is benefitted by BA manufacturing industry is benefitted by BA C
applications in which they can see the real time applications in which they can see the real time model must be agile/ flexible to accommodate the flexible to accommodate the
business requirements of the future.usiness requirements of the future.
progress of a process which is visually represented in progress of a process which is visually represented in b
effective manner. Manufacturing ing organizations organizations
experienced experienced higher higher productivity,productivity, reducing 3. Trained Work force
S
manufacturing manufacturing cost cost and and improved improved customer customer Specialized and technically pecialized and technically qualified/trained
people are needed to handle all BA activities.eople are needed to handle all BA activities.
satisfaction. [20] p

Applications of BA in Society in generalApplications of BA in Society in general 4. Privacy Violation
The risk in utilizing of big data analytics is he risk in utilizing of big data analytics is
1. Education Sector T
BA (Predictive Analysis) models can be used by (Predictive Analysis) models can be used by o
obviously the privacy aspects, not all the required bviously the privacy aspects, not all the required
i
educational institutes to increase the retention of educational institutes to increase the retention of information can be easily accessed, so that nformation can be easily accessed, so that
the student and enhancing their results and the student and enhancing their results and companies must consider the ompanies must consider the rules of taking
c
achievements.BA also predicts the achievements.BA also predicts the students’ i information from other websites or from nformation from other websites or from
i
performance in a specific course during the performance in a specific course during the individual's private accounts.ndividual's private accounts.
semester and mark the ones that will fail and have that will fail and have
low performance in exams.[21] 5. Integration of current ERP systems with BA Integration of current ERP systems with BA
models
2. Agriculture Sector D
Different online BA models like HADOOPifferent online BA models like HADOOP,
BA models are used to develop a multi criterion BA models are used to develop a multi criterion OLAP are not able to integrate with the current are not able to integrate with the current
support system based on predictive analysis to support system based on predictive analysis to E
ERP systems of the organization.RP systems of the organization. They cannot
help the stakeholders having better purchases and help the stakeholders having better purchases and extract the exact information used for decision xtract the exact information used for decision
e
the ability to take better sales dethe ability to take better sales decisions and making.
knowing the requirements of the green coffee knowing the requirements of the green coffee
supply chain market in India. [22] Significance of BA in digital economy of Indiaignificance of BA in digital economy of India
S
N
NASSCOM predicts the Indian Analytics service ASSCOM predicts the Indian Analytics service
3. Finance Sector industry is growing at a CAGR of 25% and poised to ng at a CAGR of 25% and poised to
The researchers created a BA model to optimize The researchers created a BA model to optimize touch USD 2.3 billion by 2018.The industry in touch USD 2.3 billion by 2018.The industry in India
prediction of products and stock market prediction of products and stock market is expected to almost double by 2020. The is expected to almost double by 2020. The Indian
indications. Thus this model allows to setions. Thus this model allows to set the analytics service market stands at 35%analytics service market stands at 35%-50% of the
stock indications future values and trading of ions future values and trading of global market. [25]
financial services which will allow investors to financial services which will allow investors to
increase significantly their returns on investment increase significantly their returns on investment Digital economy in India is progressing fast due tDigital economy in India is progressing fast due to the
and reduce the risk [23] n
new internet savvy generation and also government is ew internet savvy generation and also government is

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