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Location-based service (LBS) is a general term denoting software services which use geographic data and information to provide services or information to users. LBS can be used in a variety of contexts, such as health, indoor object search, entertainment, work, personal life, etc. Commonly used examples of location-based services include navigation software,
social networking services A social networking service (SNS), or social networking site, is a type of online social media platform which people use to build social networks or social relationships with other people who share similar personal or career content, interests ...
,
location-based advertising Location-based advertising (LBA) is a form of advertising that integrates mobile advertising with location-based services. The technology is used to pinpoint consumers location and provide location-specific advertisements on their mobile devices. ...
, and tracking systems. LBS can also include mobile commerce when taking the form of coupons or advertising directed at customers based on their current location. LBS also includes personalized weather services and even location-based games. LBS is critical to many businesses as well as government organizations to drive real insight from data tied to a specific location where activities take place. The spatial patterns that location-related data and services can provide is one of its most powerful and useful aspects where location is a common denominator in all of these activities and can be leveraged to better understand patterns and relationships. Banking, surveillance, online commerce, and many weapon systems are dependent on LBS. Access policies are controlled by
location In geography, location or place is used to denote a region (point, line, or area) on Earth's surface. The term ''location'' generally implies a higher degree of certainty than ''place'', the latter often indicating an entity with an ambiguous bou ...
data or time-of-day constraints, or a combination thereof. As such, an LBS is an information service and has a number of uses in
social networking A social network is a social structure consisting of a set of social actors (such as individuals or organizations), networks of Dyad (sociology), dyadic ties, and other Social relation, social interactions between actors. The social network per ...
today as information, in entertainment or security, which is accessible with
mobile device A mobile device or handheld device is a computer small enough to hold and operate in hand. Mobile devices are typically battery-powered and possess a flat-panel display and one or more built-in input devices, such as a touchscreen or keypad. ...
s through the mobile network and which uses information on the geographical position of the mobile device."Foundations of Location Based Services"
Stefan Steiniger, Moritz Neun and Alistair Edwardes,
University of Zurich The University of Zurich (UZH, ) is a public university, public research university in Zurich, Switzerland. It is the largest university in Switzerland, with its 28,000 enrolled students. It was founded in 1833 from the existing colleges of the ...
This concept of location-based systems is not compliant with the standardized concept of real-time locating systems (RTLS) and related local services, as noted in ISO/IEC 19762-5 and ISO/IEC 24730-1. While networked computing devices generally do very well to inform consumers of days old data, the computing devices themselves can also be tracked, even in real-time. LBS privacy issues arise in that context, and are documented below.


History

Location-based services (LBSs) are widely used in many computer systems and applications. Modern location-based services are made possible by technological developments such as the
World Wide Web The World Wide Web (WWW or simply the Web) is an information system that enables Content (media), content sharing over the Internet through user-friendly ways meant to appeal to users beyond Information technology, IT specialists and hobbyis ...
,
satellite navigation A satellite navigation or satnav system is a system that uses satellites to provide autonomous geopositioning. A satellite navigation system with global coverage is termed global navigation satellite system (GNSS). , four global systems are ope ...
systems, and the widespread use of
mobile phones A mobile phone or cell phone is a portable telephone that allows users to make and receive calls over a radio frequency link while moving within a designated telephone service area, unlike fixed-location phones ( landline phones). This radio ...
. Location-based services were developed by integrating data from
satellite navigation systems A satellite navigation or satnav system is a system that uses satellites to provide autonomous geopositioning. A satellite navigation system with global coverage is termed global navigation satellite system (GNSS). , four global systems are op ...
, cellular networks, and
mobile computing Mobile computing is human–computer interaction in which a computer is expected to be transported during normal usage and allow for transmission of data, which can include voice and video transmissions. Mobile computing involves mobile commun ...
, to provide services based on the geographical locations of users. Over their history, location-based software has evolved from simple synchronization-based service models to authenticated and complex tools for implementing virtually any location-based service model or facility. There is currently no agreed upon criteria for defining the market size of location-based services, but the European GNSS Agency estimated that 40% of all computer applications used location-based software as of 2013, and 30% of all Internet searches were for locations. LBS is the ability to open and close specific data objects based on the use of location or time (or both) as controls and triggers or as part of complex
cryptographic Cryptography, or cryptology (from "hidden, secret"; and ''graphein'', "to write", or '' -logia'', "study", respectively), is the practice and study of techniques for secure communication in the presence of adversarial behavior. More gen ...
key or hashing systems and the data they provide access to. Location-based services may be one of the most heavily used application-layer decision framework in computing. The
Global Positioning System The Global Positioning System (GPS) is a satellite-based hyperbolic navigation system owned by the United States Space Force and operated by Mission Delta 31. It is one of the global navigation satellite systems (GNSS) that provide ge ...
was first developed by the
United States Department of Defense The United States Department of Defense (DoD, USDOD, or DOD) is an United States federal executive departments, executive department of the federal government of the United States, U.S. federal government charged with coordinating and superv ...
in the 1970s, and was made available for worldwide use and use by civilians in the 1980s. Research forerunners of today's location-based services include the infrared Active Badge system (1989–1993), the
Ericsson (), commonly known as Ericsson (), is a Swedish multinational networking and telecommunications company headquartered in Stockholm, Sweden. Ericsson has been a major contributor to the development of the telecommunications industry and is one ...
-Europolitan
GSM The Global System for Mobile Communications (GSM) is a family of standards to describe the protocols for second-generation (2G) digital cellular networks, as used by mobile devices such as mobile phones and Mobile broadband modem, mobile broadba ...
LBS trial by Jörgen Johansson (1995), and the master thesis written by Nokia employee Timo Rantalainen in 1995. In 1990 International Teletrac Systems (later PacTel Teletrac), founded in Los Angeles CA, introduced the world's first dynamic real-time stolen vehicle recovery services. As an adjacency to this they began developing location-based services that could transmit information about location-based goods and services to custom-programmed alphanumeric
Motorola Motorola, Inc. () was an American multinational telecommunications company based in Schaumburg, Illinois. It was founded by brothers Paul and Joseph Galvin in 1928 and had been named Motorola since 1947. Many of Motorola's products had been ...
pager A pager, also known as a beeper or bleeper, is a Wireless communication, wireless telecommunications device that receives and displays Alphanumericals, alphanumeric or voice messages. One-way pagers can only receive messages, while response p ...
s. In 1996 the US
Federal Communications Commission The Federal Communications Commission (FCC) is an independent agency of the United States government that regulates communications by radio, television, wire, internet, wi-fi, satellite, and cable across the United States. The FCC maintains j ...
(FCC) issued rules requiring all US mobile operators to locate emergency callers. This rule was a compromise resulting from US mobile operators seeking the support of the emergency community in order to obtain the same protection from lawsuits relating to emergency calls as fixed-line operators already had. In 1997 Christopher Kingdon, of Ericsson, handed in the Location Services (LCS) stage 1 description to the joint GSM group of the
European Telecommunications Standards Institute The European Telecommunications Standards Institute (ETSI) is an independent, not-for-profit, standardization organization operating in the field of information and communications. ETSI supports the development and testing of global technical ...
(ETSI) and the
American National Standards Institute The American National Standards Institute (ANSI ) is a private nonprofit organization that oversees the development of voluntary consensus standards for products, services, processes, systems, and personnel in the United States. The organiz ...
(ANSI). As a result, the LCS sub-working group was created under ANSI T1P1.5. This group went on to select positioning methods and standardize Location Services (LCS), later known as Location Based Services (LBS). Nodes defined include the Gateway Mobile Location Centre (GMLC), the Serving Mobile Location Centre (SMLC) and concepts such as Mobile Originating Location Request (MO-LR), Network Induced Location Request (NI-LR) and Mobile Terminating Location Request (MT-LR). As a result of these efforts in 1999 the first digital location-based service patent was filed in the US and ultimately issued after nine office actions in March 2002. The patent has controls which when applied to today's networking models provide key value in all systems. In 2000, after approval from the world’s twelve largest telecom operators, Ericsson, Motorola and
Nokia Nokia Corporation is a Finnish multinational corporation, multinational telecommunications industry, telecommunications, technology company, information technology, and consumer electronics corporation, originally established as a pulp mill in 1 ...
jointly formed and launched the Location Interoperability Forum Ltd (LIF). This forum first specified the Mobile Location Protocol (MLP), an interface between the telecom network and an LBS application running on a server in the Internet domain. Then, much driven by the
Vodafone Vodafone Group Public Limited Company () is a British Multinational company, multinational telecommunications company. Its registered office and global headquarters are in Newbury, Berkshire, England. It predominantly operates Service (economic ...
group, LIF went on to specify the Location Enabling Server (LES), a "
middleware Middleware is a type of computer software program that provides services to software applications beyond those available from the operating system. It can be described as "software glue". Middleware makes it easier for software developers to imple ...
", which simplifies the integration of multiple LBS with an operators infrastructure. In 2004 LIF was merged with the Open Mobile Association (OMA). An LBS work group was formed within the OMA. In 2002, Marex.com in Miami Florida designed the world first marine asset telemetry device for commercial sale. The device, designed by Marex and engineered by its partner firms in telecom and hardware, was capable of transmitting location data and retrieving location-based service data via both cellular and satellite-based communications channels. Utilizing the Orbcomm satellite network, the device had multi level SOS features for both MAYDAY and marine assistance, vessel system condition and performance monitoring with remote notification, and a dedicated hardware device similar to GPS units. Based upon the device location, it was capable of providing detailed bearing, distance and communication information to the vessel operator in real time, in addition to the marine assistance and MAYDAY features. The concept and functionality was coined ''Location Based Services'' by the principal architect and product manager for Marex, Jason Manowitz, SVP, Product and Strategy. The device was branded as ''Integrated Marine Asset Management System'' (''IMAMS''), and the proof-of-concept beta device was demonstrated to various US government agencies for vessel identification, tracking, and enforcement operations in addition to the commercial product line. The device was capable of tracking assets including ships, planes, shipping containers, or any other mobile asset with a proper power source and antenna placement. Marex's financial challenges were unable to support product introduction and the beta device disappeared. The first consumer LBS-capable mobile Web device was the Palm VII, released in 1999. Two of the in-the-box applications made use of the ZIP-code–level positioning information and share the title for first consumer LBS application: the Weather.com app from The Weather Channel, and theVodafone Friendzone: Mobile Community auf SMS-Basis Freunde mit Ortungs-Serviceim D2-Netz finden
tarif4you.de. 8 April 2003 (in German)
TrafficTouch app from Sony- Etak / Metro Traffic. The first LBS services were launched during 2001 by TeliaSonera in Sweden (FriendFinder, yellow pages, houseposition, emergency call location etc.) and by EMT in Estonia (emergency call location, friend finder, TV game). TeliaSonera and EMT based their services on the Ericsson Mobile Positioning System (MPS). Other early LBSs include friendzone, launched by swisscom in
Switzerland Switzerland, officially the Swiss Confederation, is a landlocked country located in west-central Europe. It is bordered by Italy to the south, France to the west, Germany to the north, and Austria and Liechtenstein to the east. Switzerland ...
in May 2001, using the technology of valis ltd. The service included friend finder, LBS dating and LBS games. The same service was launched later by
Vodafone Vodafone Group Public Limited Company () is a British Multinational company, multinational telecommunications company. Its registered office and global headquarters are in Newbury, Berkshire, England. It predominantly operates Service (economic ...
Germany, Orange Portugal and Pelephone in
Israel Israel, officially the State of Israel, is a country in West Asia. It Borders of Israel, shares borders with Lebanon to the north, Syria to the north-east, Jordan to the east, Egypt to the south-west, and the Mediterranean Sea to the west. Isr ...
. Microsoft's Wi-Fi-based indoor location system RADAR (2000), MIT's Cricket project using ultrasound location (2000) and Intel's Place Lab with wide-area location (2003). In May 2002, go2 and AT&T Mobility launched the first (US) mobile LBS local search application that used Automatic Location Identification (ALI) technologies mandated by the FCC. go2 users were able to use AT&T's ALI to determine their location and search near that location to obtain a list of requested locations (stores, restaurants, etc.) ranked by proximity to the ALI provide by the AT&T wireless network. The ALI determined location was also used as a starting point for turn-by-turn directions. The main advantage is that mobile users do not have to manually specify postal codes or other location identifiers to use LBS, when they roam into a different location.


Location industry

There are various companies that sell access to an individual's location history and this is estimated to be a $12 billion industry composed of collectors, aggregators and marketplaces. As of 2021, a company named Near claimed to have data from 1.6 billion people in 44 different countries, Mobilewalla claims data on 1.9 billion devices, and X-Mode claims to have a database of 25 percent of the U.S. adult population. An analysis, conducted by the non-profit newsroom called The Markup, found six out of 47 companies who claimed over a billion devices in their database. As of 2021, there are no rules or laws governing who can buy an individual's data.


Locating methods

There are a number of ways in which the location of an object, such as a mobile phone or device, can be determined. Another emerging method for confirming location is IoT and blockchain-based relative object location verification.


Control plane locating

With control plane locating, sometimes referred to as positioning, the mobile phone service provider gets the location based on the radio signal delay of the closest cell-phone towers (for phones without satellite navigation features) which can be quite slow as it uses the 'voice control' channel. In the UK, networks do not use trilateration; Because LBS services use a single base station, with a "radius" of inaccuracy, to determine a phone's location. This technique was the basis of the E-911 mandate and is still used to locate cellphones as a safety measure. Newer phones and PDAs typically have an integrated A-GPS chip. In addition there are emerging techniques like Real Time Kinematics and WiFi RTT (Round Trip Timing) as part of Precision Time Management services in WiFi and related protocols. In order to provide a successful LBS technology the following factors must be met: * coordinates accuracy requirements that are determined by the relevant service, * lowest possible cost, * minimal impact on network and equipment. Several categories of methods can be used to find the location of the subscriber. The simple and standard solution is LBS based on a
satellite navigation A satellite navigation or satnav system is a system that uses satellites to provide autonomous geopositioning. A satellite navigation system with global coverage is termed global navigation satellite system (GNSS). , four global systems are ope ...
system such as
Galileo Galileo di Vincenzo Bonaiuti de' Galilei (15 February 1564 – 8 January 1642), commonly referred to as Galileo Galilei ( , , ) or mononymously as Galileo, was an Italian astronomer, physicist and engineer, sometimes described as a poly ...
or GPS.
Sony Ericsson Sony Mobile Communications Inc., originally Sony Ericsson Mobile Communications AB, was a Multinational corporation, multinational consumer electronics and telecommunications company, best known for its Mobile phones, mobile phone products. The ...
's "NearMe" is one such example; it is used to maintain knowledge of the exact location. Satellite navigation is based on the concept of
trilateration Trilateration is the use of distances (or "ranges") for determining the unknown position coordinates of a point of interest, often around Earth ( geopositioning). When more than three distances are involved, it may be called multilateration, f ...
, a basic geometric principle that allows finding one location if one knows its distance from other, already known locations.


Self-reported positioning

A low cost alternative to using location technology to track the player, is to not track at all. This has been referred to as "self-reported positioning". It was used in the mixed reality game called Uncle Roy All Around You in 2003 and considered for use in the
Augmented reality Augmented reality (AR), also known as mixed reality (MR), is a technology that overlays real-time 3D computer graphics, 3D-rendered computer graphics onto a portion of the real world through a display, such as a handheld device or head-mounted ...
games in 2006. Instead of tracking technologies, players were given a map which they could pan around and subsequently mark their location upon. With the rise of location-based networking, this is more commonly known as a user "
check-in Check-in is the process whereby people announce their arrival at an office, hotel, airport, hospital, port, seaport or event. Office check-in Many offices have a reception or front office area near the entrance to greet or assist visitors arriv ...
".


Other

Near LBS (NLBS) involves local-range technologies such as Bluetooth Low Energy,
wireless LAN A wireless LAN (WLAN) is a wireless computer network that links two or more devices using wireless communication to form a local area network (LAN) within a limited area such as a home, school, computer laboratory, campus, or office building ...
, infrared or
near-field communication Near-field communication (NFC) is a set of communication protocols that enables communication between two electronic devices over a distance of or less. NFC offers a low-speed connection through a simple setup that can be used for the boots ...
technologies, which are used to match devices to nearby services. This application allows a person to access information based on their surroundings; especially suitable for using inside closed premises, restricted or regional area. Another alternative is an operator- and satellite-independent location service based on access into the deep level telecoms network ( SS7). This solution enables accurate and quick determination of geographical coordinates of mobile phones by providing operator-independent location data and works also for handsets that do not have satellite navigation capability. In addition, the
IP address An Internet Protocol address (IP address) is a numerical label such as that is assigned to a device connected to a computer network that uses the Internet Protocol for communication. IP addresses serve two main functions: network interface i ...
could provide the end-user's location. Many other local positioning systems and indoor positioning systems are available, especially for indoor use. GPS and GSM do not work very well indoors, so other techniques are used, including co-pilot beacon for CDMA networks, Bluetooth, UWB,
RFID Radio-frequency identification (RFID) uses electromagnetic fields to automatically identify and track tags attached to objects. An RFID system consists of a tiny radio transponder called a tag, a radio receiver, and a transmitter. When tri ...
and Wi-Fi.


Applications

Location-based services may be employed in a number of applications, including: * recommending social events in a city * requesting the nearest business or service, such as an ATM, restaurant or a retail store * turn-by-turn navigation to any address * assistive healthcare systems * locating people on a map displayed on the mobile phone * receiving alerts, such as notification of a sale on gas or warning of a traffic jam * location-based mobile advertising * asset recovery combined with active RF to find, for example, stolen assets in containers where GPS would not work * contextualizing learning and research * games where your location is part of the game play, for example your movements during your day make your avatar move in the game or your position unlocks content. * real-time Q&A revolving around restaurants, services, and other venues. * tracking a
NASA The National Aeronautics and Space Administration (NASA ) is an independent agencies of the United States government, independent agency of the federal government of the United States, US federal government responsible for the United States ...
lunar lander. * sending a mobile caller's location during an emergency call using Advanced Mobile Location For the carrier, location-based services provide added value by enabling services such as: * ''Resource tracking with dynamic distribution''. Taxis, service people, rental equipment, doctors, fleet scheduling. * ''Resource tracking''. Objects without privacy controls, using passive sensors or RF tags, such as packages and train boxcars. * ''Finding someone or something''. Person by skill (doctor), business directory, navigation, weather, traffic, room schedules, stolen phone, emergency calls. * ''Proximity-based notification (push or pull)''. Targeted advertising, buddy list, common profile matching (dating). * ''Proximity-based actuation (push or pull)''. Payment based upon proximity (EZ pass, toll watch), automatic airport check-in. In the
U.S. The United States of America (USA), also known as the United States (U.S.) or America, is a country primarily located in North America. It is a federal republic of 50 states and a federal capital district, Washington, D.C. The 48 contiguous ...
the FCC requires that all carriers meet certain criteria for supporting location-based services (FCC 94–102). The mandate requires 95% of handsets to resolve within 300 meters for network-based tracking (e.g. triangulation) and 150 meters for handset-based tracking (e.g. GPS). This can be especially useful when dialing an
emergency telephone number An emergency telephone number is a number that allows a caller to contact local emergency services for assistance. The emergency number differs from country to country; it is typically a three-digit number so that it can be easily remembered and ...
– such as enhanced 9-1-1 in
North America North America is a continent in the Northern Hemisphere, Northern and Western Hemisphere, Western hemispheres. North America is bordered to the north by the Arctic Ocean, to the east by the Atlantic Ocean, to the southeast by South Ameri ...
, or 112 in
Europe Europe is a continent located entirely in the Northern Hemisphere and mostly in the Eastern Hemisphere. It is bordered by the Arctic Ocean to the north, the Atlantic Ocean to the west, the Mediterranean Sea to the south, and Asia to the east ...
– so that the operator can dispatch emergency services such as
emergency medical services Emergency medical services (EMS), also known as ambulance services, pre-hospital care or paramedic services, are emergency services that provide urgent pre-hospital treatment and stabilisation for serious illness and injuries and transport to d ...
,
police The police are Law enforcement organization, a constituted body of Law enforcement officer, people empowered by a State (polity), state with the aim of Law enforcement, enforcing the law and protecting the Public order policing, public order ...
or firefighters to the correct location. CDMA and iDEN operators have chosen to use GPS location technology for locating emergency callers. This led to rapidly increasing penetration of GPS in iDEN and CDMA handsets in North America and other parts of the world where CDMA is widely deployed. Even though no such rules are yet in place in Japan or in Europe the number of GPS-enabled GSM/WCDMA handset models is growing fast. According to the independent wireless analyst firm Berg Insight the attach rate for GPS is growing rapidly in GSM/WCDMA handsets, from less than 8% in 2008 to 15% in 2009. As for economic impact, location-based services are estimated to have a $1.6 Trillion impact on the US economy alone. European operators are mainly using Cell ID for locating subscribers. This is also a method used in Europe by companies that are using cell-based LBS as part of systems to recover stolen assets. In the US companies such as Rave Wireless in New York are using GPS and triangulation to enable college students to notify campus police when they are in trouble.


Comparison of location tracking apps for mobile devices

Currently there are roughly three different models for location-based apps on mobile devices. All share that they allow one's location to be tracked by others. Each functions in the same way at a high level, but with differing functions and features. Below is a comparison of an example application from each of the three models.


Mobile messaging

Mobile messaging plays an essential role in LBS. Messaging, especially SMS, has been used in combination with various LBS applications, such as location-based mobile advertising. SMS is still the main technology carrying mobile advertising / marketing campaigns to mobile phones. A classic example of LBS applications using SMS is the delivery of mobile coupons or discounts to mobile subscribers who are near to advertising restaurants, cafes, movie theatres. The Singaporean mobile operator MobileOne carried out such an initiative in 2007 that involved many local marketers, what was reported to be a huge success in terms of subscriber acceptance.


Privacy issues

The Location Privacy Protection Act of 2012 (S.1223) was introduced by Senator
Al Franken Alan Stuart Franken (born May 21, 1951) is an American politician, comedian, and actor who served from 2009 to 2018 as a United States senator from Minnesota. A member of the Democratic Party (United States), Democratic Party, he worked as an ...
(D-MN) in order to regulate the transmission and sharing of user location data in the United States. It is based on the individual's one time consent to participate in these services (Opt In). The bill specifies the collecting entities, the collectable data and its usage. The bill does not specify, however, the period of time that the data collecting entity can hold on to the user data (a limit of 24 hours seems appropriate since most of the services use the data for immediate searches, communications, etc.), and the bill does not include location data stored locally on the device (the user should be able to delete the contents of the location data document periodically just as he would delete a log document). The bill which was approved by the
Senate Judiciary Committee The United States Senate Committee on the Judiciary, informally known as the Senate Judiciary Committee, is a Standing committee (United States Congress), standing committee of 22 U.S. senators whose role is to oversee the United States Departm ...
, would also require mobile services to disclose the names of the advertising networks or other third parties with which they share consumers' locations. With the passing of the CAN-SPAM Act in 2003, it became illegal in the United States to send any message to the end user without the end user specifically opting-in. This put an additional challenge on LBS applications as far as "carrier-centric" services were concerned. As a result, there has been a focus on user-centric location-based services and applications which give the user control of the experience, typically by opting in first via a website or mobile interface (such as SMS, mobile Web, and
Java Java is one of the Greater Sunda Islands in Indonesia. It is bordered by the Indian Ocean to the south and the Java Sea (a part of Pacific Ocean) to the north. With a population of 156.9 million people (including Madura) in mid 2024, proje ...
/ BREW applications). The
European Union The European Union (EU) is a supranational union, supranational political union, political and economic union of Member state of the European Union, member states that are Geography of the European Union, located primarily in Europe. The u ...
also provides a legal framework for data protection that may be applied for location-based services, and more particularly several European directives such as: (1) Personal data: Directive 95/46/EC; (2) Personal data in electronic communications: Directive 2002/58/EC; (3) Data Retention: Directive 2006/24/EC. However the applicability of legal provisions to varying forms of LBS and of processing location data is unclear. One implication of this technology is that data about a subscriber's location and historical movements is owned and controlled by the network operators, including mobile carriers and mobile content providers."WhyGeo"
What are the downsides of using location-based services? (2010)
Mobile content providers and app developers are a concern. Indeed, a 2013 MIT study by de Montjoye et al. showed that 4 spatio-temporal points, approximate places and times, are enough to uniquely identify 95% of 1.5M people in a mobility database. The study further shows that these constraints hold even when the resolution of the dataset is low. Therefore, even coarse or blurred datasets provide little anonymity. A critical article by Dobson and Fisher discusses the possibilities for misuse of location information. Beside the legal framework there exist several technical approaches to protect privacy using
privacy-enhancing technologies Privacy-enhancing technologies (PET) are technologies that embody fundamental data protection principles by minimizing personal data use, maximizing data security, and empowering individuals. PETs allow online users to protect the privacy of their ...
(PETs). Such PETs range from simplistic on/off switches to sophisticated PETs using anonymization techniques (e.g. providing k-anonymity), or cryptograpic protocols. Only few LBS offer such PETs, e.g.,
Google Latitude Google Latitude was a location-aware feature of Google Maps, developed by Google as a successor to its earlier SMS-based service Dodgeball. Latitude allowed a mobile phone user to allow certain people to view their current location. Via their ...
offered an on/off switch and allows to stick one's position to a free definable location. Additionally, it is an open question how users perceive and trust in different PETs. The only study that addresses user perception of state of the art PETs is. Another set of techniques included in the PETs are the location obfuscation techniques, which slightly alter the location of the users in order to hide their real location while still being able to represent their position and receive services from their LBS provider. Recent research has shown that
crowdsourcing Crowdsourcing involves a large group of dispersed participants contributing or producing goods or services—including ideas, votes, micro-tasks, and finances—for payment or as volunteers. Contemporary crowdsourcing often involves digit ...
is also an effective approach at locating lost objects while still upholding the privacy of users. This is done by ensuring a limited level of interactions between users.


See also

* Advanced Mobile Location *
Cartography Cartography (; from , 'papyrus, sheet of paper, map'; and , 'write') is the study and practice of making and using maps. Combining science, aesthetics and technique, cartography builds on the premise that reality (or an imagined reality) can ...
* Dashtop mobile *
Dead reckoning In navigation, dead reckoning is the process of calculating the current position of a moving object by using a previously determined position, or fix, and incorporating estimates of speed, heading (or direction or course), and elapsed time. T ...
* Enterprise digital assistant * Fire Eagle * Geo (marketing) * Geoloqi * GeoReader * Geosocial networking * Groundhog Technologies *
Key finder Key finders, also known as keyfinders, key locators, or electronic finders, are small electronic devices fitted to objects to locate them when misplaced or stolen, such as keys, luggage, purses, wallets, pets, laptop computers, toddlers, cellph ...
* Indoor positioning system * LocationSmart *
Location awareness Location awareness refers to devices that can determine their location. Navigational instruments provide location coordinates for vessels and vehicles. Surveying equipment identifies location with respect to a well-known location wireless communi ...
*
Location intelligence In business intelligence, location intelligence (LI), or spatial intelligence, is the process of deriving meaningful insight from geospatial data relationships to solve a particular problem. It involves layering multiple data sets spatially and/o ...
* Location-based games * Location-based media * Mobile dating * Mobile identity management * Mobile local search * Mobile positioning * Navizon * Near-me area network * Real-time locating *
Reverse geocoding Reverse geocoding is the process of converting a location as described by geographic coordinates (latitude, longitude) to a human-readable address or place name. It is the opposite of forward geocoding (often referred to as address geocoding or ...
* Social positioning method * Urban informatics *
Wayfinding Wayfinding (or way-finding) encompasses all of the ways in which people (and animals) Orientation (mental), orient themselves in physical space and navigation, navigate from place to place. Wayfinding software is a self-service computer program th ...
*
Wi-Fi positioning system Wi-Fi positioning system (WPS, WiPS or WFPS) is a geolocation system that uses the characteristics of nearby Wi‑Fi access points to discover where a device is located. It is used where satellite navigation such as GPS is inadequate due to vari ...


References

* {{DEFAULTSORT:Location-Based Service * Geopositioning Applications of geographic information systems