implementation of mobile positioning data for...
TRANSCRIPT
IMPLEMENTATION OF MOBILE POSITIONING DATA FOR TOURISM
IN INDONESIA
by: Faruk Alfian : Ministry of Tourism Akhmad Tantowi : Statistics Indonesia
The 12th UNWTO/PATA Forum on Tourism Trends and Outlook Guilin, October 25-27 2018
Ministry of Tourism Statistics Indonesia
What: Mobile positioning means the tracing of the location coordinates of handsets in the cellular network. How: There are different ways to locate a phone in the network - using the reference of antennae/cells or through GPS signals. The easiest and cheapest method is Cell ID - every network cell in a mobile phone network has a unique ID, and the location of a phone in the cell can be determined easily for every call activity. The geography of the cell is usually determined through base station (antenna) radio coverage.
Ahas. 2004. Mobile Positioning Data in Tourism Studies and Monitoring: Case Study in Tartu, Estonia.
WHAT…?
Active mobile positioning is used for tracking the location of mobile phones in real time through a network of antennas. More precise methods use trilateration by obtaining the distance from many antennae using direction and time lag of signals. An alternative option is Network Assisted GPS positioning and the navigation of smart-phones if the service is activated by the user.
Passive mobile positioning uses location information from historical log files stored by mobile service providers. Operators’ systems generate a large amount of phone usage data as a by product with location information attached to it. Mostly, this data is used internally for business purposes: charging clients for services, providing usage statistics, marketing, etc., but it also holds valuable information for anonymous statistics about space-time movement of phones without significant marginal costs.
Kroon, Jaanus. 2012. Mobile Positioning As A Possible Data Source For International Travel Service Statistics. Contributed Paper in Seminar on New Frontiers for Statistical Dat Collection, UN Economic Commission For Europe. Geneva, Switzerland 31 Oct – 2 Nov 2012.
WHAT…?
IMMIGRATION MPD
Type Legal registration Real condition
Place Specific place at immigration office Along the border
Log based Document Resident concept (usual environment)
Time Working hours by human Any time by machine
WHAT…?
WHEN…?
2016 2017 2018 2019
Project initiation: MoT & T-Sel Methodology: MoT | T-Sel | BPS Official Statistic Release Oct-Des: BPS Academic Paper
Apply the Quality Assurance Framework for Domestic MPD Event & Crowd Management
(Bappenas)
Internationall Workshop in Bali Indonesian Statistic Forum Workshop Methodology adjustment Coordination to UNWTO, Estonia (POSITIUM,
Eesti Bank, Estonia Tourism Board, etc) Survey by BPS Quality Assurance Framework by Positium
POSITIUM Solutions
MPD Implementation
WHERE…?
79 CROSSBORDER (47 Land + 32 Sea Border)
28 point at the sea in RIAU dan RIAU ISLAND Pan ipahan, Sinaboi, Tanjung Medang, Selat Baru , Tanjung Sema, Sungai Pakming, Teluk Belitung, Serapung, Kuala Gaung, Meral, Tanjung Batu, Moro, Mapur, Senayang, Teluk Bintan, Bintan Utara, Daek, Belakang Padang, Bulang, Serasan, Tarempa, Sedanau, Sekunyam, Midal, Tambelan, Letung, Guntung, Kuala Enok
9 point at NTT (Southeast Nusa) Oepoli, Mota’ain, Napan, Metamauk, Builalo, Turiskain, Laksmaras, Wini, Haumeneana
16 point at WEST KALIMANTAN Temanjuk, Liku, Sajingan, Aruk, Siding, Jagoibabang, Saparan, Entikong, Segumon, Bantan, Jasa, Nanga Bayan, Semarah, Merakai Panjang, Langau, Nanga Badau
14 point at PAPUA Skow, Wembi, Waris, Senggi, Ubruk, Kiwirok, Iwur, Botom, Sota, Erambu, Bupul, Mindiptana, Waropko, Kondo
2 point at NORTH SULAWESI Marore, Miangas
10 point at EAST KALIMANTAN Longnawang, Apau Ping, Long Layu, Long Midang, Labang, Tau Lumbis, Lasan Tuyan, Semanggaris, Nunukan, Sungai Pancang
BENGKAYANG CAPKALA JAGOI BABANG LEDO LUMAR MONTERADO SAMALANTAN SANGGAU LEDO SELUAS SIDING SUNGAI BETUNG SUNGAI RAYA SUNGAI RAYA KEPULAUAN SUTI SEMARANG TERIAK TUJUHBELAS
KECAMATAN
Type : Land Border Border Country : Malaysia
No. CODE KABUPATEN
1 BENGKAYANG 2 BOVEN DIGOEL
3 INDRAGIRI HILIR
4 KAPUAS HULU
5 KEEROM
6 KEPULAUAN ANAMBAS
7 KEPULAUAN SANGIHE
8 KEPULAUAN TALAUD
9 KUPANG
10 LINGGA
11 MAHAKAM ULU
12 MALAKA
13 MALINAU
14 NATUNA
15 PEGUNUNGAN BINTANG
16 PELALAWAN
17 ROKAN HILIR
18 SANGGAU
19 SINTANG
20 BELU
21 BENGKALIS
22 KARIMUN
23 NUNUKAN
24 SAMBAS
25 TIMOR TENGAH UTARA
KECAMATAN
Type : Sea Border Border Country : Malaysia
JEMAJA JEMAJA TIMUR PALMATAK SIANTAN SIANTAN SELATAN SIANTAN TENGAH SIANTAN TIMUR
No. CODE KABUPATEN
1 BENGKAYANG
2 BOVEN DIGOEL
3 INDRAGIRI HILIR
4 KAPUAS HULU
5 KEEROM
6 KEPULAUAN ANAMBAS 7 KEPULAUAN SANGIHE
8 KEPULAUAN TALAUD
9 KUPANG
10 LINGGA
11 MAHAKAM ULU
12 MALAKA
13 MALINAU
14 NATUNA
15 PEGUNUNGAN BINTANG
16 PELALAWAN
17 ROKAN HILIR
18 SANGGAU
19 SINTANG
20 BELU
21 BENGKALIS
22 KARIMUN
23 NUNUKAN
24 SAMBAS
25 TIMOR TENGAH UTARA
KECAMATAN
Type : Land Border Border Country : PNG
ARSO ARSO TIMUR SENGGI SKANTO WARIS WEB
No. CODE KABUPATEN
1 BENGKAYANG
2 BOVEN DIGOEL
3 INDRAGIRI HILIR
4 KAPUAS HULU
5 KEEROM 6 KEPULAUAN ANAMBAS
7 KEPULAUAN SANGIHE
8 KEPULAUAN TALAUD
9 KUPANG
10 LINGGA
11 MAHAKAM ULU
12 MALAKA
13 MALINAU
14 NATUNA
15 PEGUNUNGAN BINTANG
16 PELALAWAN
17 ROKAN HILIR
18 SANGGAU
19 SINTANG
20 BELU
21 BENGKALIS
22 KARIMUN
23 NUNUKAN
24 SAMBAS
25 TIMOR TENGAH UTARA
KECAMATAN
Type : Sea Border Border Country : Filipina
BEO DAMAU ESSANG ESSANG SELATAN GEMEH KABARUAN KALONGAN LIRUNG MELONGUANE MORONGE NANUSA RAINIS MIANGAS
No. CODE KABUPATEN
1 BENGKAYANG
2 BOVEN DIGOEL
3 INDRAGIRI HILIR
4 KAPUAS HULU
5 KEEROM
6 KEPULAUAN ANAMBAS
7 KEPULAUAN SANGIHE
8 KEPULAUAN TALAUD 9 KUPANG
10 LINGGA
11 MAHAKAM ULU
12 MALAKA
13 MALINAU
14 NATUNA
15 PEGUNUNGAN BINTANG
16 PELALAWAN
17 ROKAN HILIR
18 SANGGAU
19 SINTANG
20 BELU
21 BENGKALIS
22 KARIMUN
23 NUNUKAN
24 SAMBAS
25 TIMOR TENGAH UTARA
KECAMATAN
Type : Land Border Border Country : Timor Leste
AMABI OEFETO AMABI OEFETO TIMUR AMARASI AMARASI BARAT AMARASI SELATAN AMARASI TIMUR AMFOANG BARAT DAYA AMFOANG SELATAN AMFOANG TENGAH AMFOANG TIMUR AMFOANG UTARA FATULEU FATULEU BARAT KUPANG BARAT KUPANG TENGAH KUPANG TIMUR NEKAMESE SEMAU SEMAU SELATAN SULAMU TAEBENU TAKARI FATULEU TENGAH
No. CODE KABUPATEN
1 BENGKAYANG
2 BOVEN DIGOEL
3 INDRAGIRI HILIR
4 KAPUAS HULU
5 KEEROM
6 KEPULAUAN ANAMBAS
7 KEPULAUAN SANGIHE
8 KEPULAUAN TALAUD
9 KUPANG 10 LINGGA
11 MAHAKAM ULU
12 MALAKA
13 MALINAU
14 NATUNA
15 PEGUNUNGAN BINTANG
16 PELALAWAN
17 ROKAN HILIR
18 SANGGAU
19 SINTANG
20 BELU
21 BENGKALIS
22 KARIMUN
23 NUNUKAN
24 SAMBAS
25 TIMOR TENGAH UTARA
No. CODE KABUPATEN
1 BENGKAYANG
2 BOVEN DIGOEL
3 INDRAGIRI HILIR
4 KAPUAS HULU
5 KEEROM
6 KEPULAUAN ANAMBAS
7 KEPULAUAN SANGIHE
8 KEPULAUAN TALAUD
9 KUPANG
10 LINGGA
11 MAHAKAM ULU
12 MALAKA
13 MALINAU
14 NATUNA
15 PEGUNUNGAN BINTANG
16 PELALAWAN
17 ROKAN HILIR
18 SANGGAU
19 SINTANG
20 BELU
21 BENGKALIS
22 KARIMUN
23 NUNUKAN 24 SAMBAS
25 TIMOR TENGAH UTARA
KECAMATAN
Type : Sea Border Border Country : Malaysia
KRAYAN KRAYAN SELATAN LUMBIS LUMBIS OGONG NUNUKAN NUNUKAN SELATAN SEBATIK SEBATIK BARAT SEBATIK TENGAH SEBATIK TIMUR SEBATIK UTARA SEBUKU SEI MENGGARIS SEMBAKUNG SEMBAKUNG ATULAI TULIN ONSOI
HOW…?
Indonesia Resident
Not Roaming
Roaming Foreign SIM
Foreign Resident
Crossing-Transit
Worker
Tourist
Not Roaming
Roaming Foreign SIM Single SIM
Multiple SIM
Local SIM Card
Switch Off Roaming
Switch Off Phone
No Mobile Phone
MPD FRAME WORK AT BORDER AREA
JANUARI FEBRUARI MARET APRIL MEI JUNI JULI AGUSTUS SEPTEMBER OKTOBER NOVEMBER DESEMBERMPD MURNI 462.859 391.318 458.952 438.673 404.914 450.627 425.169 440.147MPD FILTER 289.344 246.993 282.712 278.813 283.449 283.787 268.086 275.934MPD BPS 258.048 215.077 241.369 232.431 223.449 242.378 239.848 242.839
0
50.000
100.000
150.000
200.000
250.000
300.000
350.000
400.000
450.000
500.000
Axis
Title
FILTERING DATA OF MPD
DATA RELEASED BY STATISTICS INDONESIA
THA COMPARISON OF MPD RESULT
RESULT
RAW DATA OF MPD
0
20.000
40.000
60.000
80.000
100.000
120.000
140.000
BELU BENGKALIS KARIMUN NUNUKAN SAMBAS TIMOR TENGAH UTARA
THE RESULT OF MPD IN YEAR 2017 - AUGUST 2018 FOR MANY DISTRICTS
RESULT
-
5.000
10.000
15.000
20.000
25.000
30.000
35.000
40.000
Jan Feb Mar Apr Mei Jun Jul Agu Sep Okt Nov Des Jan 18 Feb 18 Mar 18 Apr 18 Mei 18 Juni 18 Juli 18 Agust 18
BENGKAYANG BOVEN DIGOEL INDRAGIRI HILIR KAPUAS HULU KEEROM
KEPULAUAN ANAMBAS KEPULAUAN SANGIHE KEPULAUAN TALAUD KUPANG LINGGA
MAHAKAM ULU MALAKA MALINAU NATUNA PEGUNUNGAN BINTANG
PELALAWAN ROKAN HILIR SANGGAU SINTANG
RESULT THE RESULT OF MPD IN YEAR 2017 - AUGUST 2018 FOR MANY DISTRICTS