Download - Syllabi BI 2012
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SilabusIntelijensiaBisnisProgram Studi
Teknologi Industri Pertanian
Sekolah Pasca Sarjana IPB
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Week 1: Foundation of BI• Tujuan pembelajaran:
– Menjelaskan peran BI dalam organisasi – Menjelaskan karakteristik dan komponen penyusun BI
– Menjelaskan keuntungan dan tantangan penerapan BI dalam organisasi
• akupan –
Business intelligence and !rm performance – Business intelligence frame"ork
– urrent state of BI
• #iterature: – Turban$ %&$ '& S(arda$ and )& )elen& *+11& )ecision Support and Business
Intelligence Systems
– ,egas($ S& *++-& Business Intelligence
– ,iu$ #&$ .& #u and /& 0(ang& *++& Business Intelligence
– Baars$ 2 and 2& 3emper& *++4& Management support "it( structured andunstructured data 5 an integrated business intelligence frame"ork
– Watson$ 2&.& and B&2& Wi6om& *++7& T(e urrent State of Business Intelligence
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BI Frame"ork
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Week *: Business process• Tujuan:
– Mema(ami konsep proses bisnis 8business process)
– Mema(ami pemodelan proses bisnis (business process modelling)
• akupan: – 3onsep business process
– Pemodelan business process
• #iterature: – /unasekaran$ 9 and B& 3obu& *++*& Modelling and analysis of
business process engineering&
– 3etiinger$ W&.&$ .&T&& Teng$ and S& /u(a& 17& Business processc(ange: 9 study of met(odologies$ tec(niues and tools&
– 2ammer$ W& *+1+& W(at is Business Process management
– /iaglis$ /&M& *++1& 9 Ta6onomy of Business Process Modeling andInformation Systems Modeling Tec(niues
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Data warehousing
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Week 3: Data Warehousing• Tujuan Pembelajaran:
– Mema(ami konsep data "are(ousing$ aplikasi dan teknik pengembangan data
"are(ousing dalam mendukung business intelligence – Mema(ami dan menerapkan desain data "are(ousing 8arc(itectures;
• akupan: – )BMS
– %T# systems
–
)ata "are(ouse arc(itecture
• #iterature : – Sumant(i$ S and S&,& Si
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Business analytics
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Information and Knowledge
Discovery
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Week - A : )ata Mining$ "eb
mining and te6t mining
• Tujuan: – Mema(ami konsep data mining dalam menemukan pola data$
mengambil kesimpulan dan keputusan berdasarkan pola tersebut
– Mema(ami teknikCteknik data mining
– Mema(ami teknikCteknik untuk menge
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Week 7:>#9P
• Tujuan: – Mema(ami konsep >#9P
– Mema(ami peranan >#9P dalam BI
•
akupan: – >#9P A >#TP
• #iterature: – .ukic$ ,&$ B& .ukic$ and M&Malliaris& >nline 9nalytical Processing
8>#9P; for )ecision Support – olliat$ /& 1=& >#9P$ relational$ and multidimensional database
systems
– (aud(uri$ S& and D& )ayal& 17& )ata "are(ousing and >#9P fordecision support
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Decision support and intelligent
system
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Week 4: communication Acollaboration : /roup Support
SystemE/roup )SS• Tujuan: – Mengenal /)SS dan /SS
– Mema(ami peranan)SSE/SS dalam BI dan peningkatankinerja perusa(aan
• akupan – /SS
– /)SS
• #iterature – )ayal$ D& '& et&al& *++4& ollaborati
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Week : Intelligent system
• Tujuan:
– Mengenal sistem inteligensia
– Mema(ami peranan sistem inteligensia dalam BI danpeningkatan kinerja perusa(aan
• akupan
– %6pert system$ 9rti!cial neural net"ork$ fuy logic$genetic algorit(m
• #iterature:
– Mues$ &$ et&al& *++& 9 business intelligence approac(using neural net"ork rule e6traction and decision tables&
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Week 1+: )ata mining and
predicti
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Week 1*: 'eal Time BI• Tujuan:
– Mema(ami kebutu(an dan tantangan real time BI
– Mema(ami metode dan teknik real time BI
• akupan:
–
'ealCtime BI – Pengembangan real time BI
• #iterature:
– Watson$ 2&.&$ B&2& Wi6om$ .&9& 2o@er$ '&9ndersonC#e(man$ and 9&M&
'eynolds& *++= 'ealCtime business intelligence: Best practices atontinental 9irlines
– 9ndersonC#e(man$ '&$ et&al& Flying (ig( "it( realCtime Businessintelligence
– 9gra"al$ )i
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Visualization
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Week 11: )ata Gisualiation• Tujuan:
– Mema(ami konsep dan teori yang terkait dengan tampilandata yg efektif&
– Mema(ami dan menerapkan data visualization tools yangsesuai&
• akupan: – )as(board
– Scorecard
–
Information portal
• #iterature:
– 9dam$ F& and .& Pomerol& *++4& )e
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Business Process Management
Performance and Strategy
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Week 11:• Tujuan:
– Mema(ami peran BPM dalam menyeleraskan strategi$perencanaan$ dan sistem analitik untuk peningkatan kinerjaorganisasiEperusa(aan
– Mema(ami teknikCteknikEalat yang menunjang BPM
• akupan: – BPM
– Performance management and performance measurement
•
#iterature: – /olfarelli$ 'ii$ and ella& *++-& Beyond )ata Ware(ousing:
W(at?s ne6t in business intelligence
– %lbas(ir$ M&0&$ ollier$ P&9& and )a
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Week 1H: BI ImplementationPlan
•
Tujuan – Mema(ami keuntundan dan tantangan implementasi BI
– Mema(ami perencanaan implementasi BI di sebua( organisasi
• akupan – Penyesuain BI dengan kebutu(an organisasi
– Perencanaan proyek BI 8sumberdaya$ manajemen resiko$tantangan migrasi data;
• #iteratur: – 3o$ I&S and S&'& 9bdullae
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Week 1:Discussion on
the !roject