5 ms·

From having worked on addressing in Nairobi, Kenya for the past two years, I can tell you the precision problem is worse than you think actually. You're making

by pns 10y ago

From having worked on addressing in Nairobi, Kenya for the past two years, I can tell you the precision problem is worse than you think actually. You're making the assumption * someone knows how to use a map to a very high degree of precision (not true often) * GPS is accurate enough, and this is a double whammy - on initial assignment of the GPS point (i.e. it's the GPS of their door/gate, not of their living room couch, and it was collected with enough precision) and on usage (i.e. the GPS antenna on a $30 smartphone) * plenty of other issues There are a couple startups trying to solve this beyond what3words mentioned in other comments - they'd suffer from many of the same issues I mention above. Some encourage people to put a placard outside their door/gate with the code to make last-mile arrival easier. But a more successful approach from research I've done is what OkHi (http://okhi.com http://okhi.com) is building - use a photo attached to GPS. From n>1000 tests, we found that the photo drastically decreases time over the alternative, even reducing average time to find the location by over 50% in the last 500m for some addresses. (Full disclosure - I was worked on the addressing problem for the two years in Nairobi at OkHi, so I obviously believe in their solution or wouldn't have dedicated that much time there :)

pritianka 10y ago
100% agree on the map usage and GPS precision. I've seen some pretty bad GPS in smaller towns in India.
hangonhn 10y ago
I am really interested in what you've learned because you obviously know a lot about a problem that's very physical and concreate. What is your approach or what will it be? However, you website is horrible at communicating any of that. I learned 4 billion people don't have addresses. OK great. Now what? "We want to physically connect the world with an address system that works. OkHi is unlocking commerce through enhanced logistics, saving lives through improved emergency services and growing access to finance through better personal identification." OK... how?
- pns 10y ago
  Fair feedback re: comms on website. The OkHi approach is use your phone number as your universal key to share your address (with obvious privacy controls in place to control who can access it). The address itself is a GPS point + a photo - you can see an example at http://okhi.co/hq http://okhi.co/hq (best viewed on mobile - this is a vanity url, but you could very much imagine it eventually being something like okhi.co/+254/700111222). The OkHi business model (similar to other companies in the space) is to allow consumers to share these addresses peer-to-peer free and charge per-use businesses who work in logistics or need address data (e.g. food delivery, ecommerce, emergency services, banks, postal services). They collect the base address data that users can choose where they live from through our own on-the-ground data collection or smartly crowdsourced data (surprisingly scalable). Lots of promising progress, though obviously lots of work left to make it global. While it is easier to build a business controling the full stack, over time, the base addressing data could become open-sourced/ user address data stored in a public open db e.g. blockchain. I think the issues folks bring up of open-source benefits are very much in mind as this sort of system is built.
ben_jones 10y ago
I feel like this a communication and NLP problem, at least in regards to an address being directions to a given location. Like with a picture, an address such as "Next to Sal's general store" would be enough for most mailmen to find the location 100% of the time. Given it does not stand the test of time, but to my understanding this was the system in Ireland for a long time in small disparate communities. In that particular case the instruction would be something like "$COUNTY, $GRANDMOTHERS_NAME's house" in order to reach her grandson. I guess it depends on usecase. An Amazon drone can't stop and ask for directions. Interesting problem space though.
- pns 10y ago
  You'd think "next to Sal's general store" would work, especially given how prevalent that approach is. In fact, through our research, even for folks working the same delivery area day after day, they consistently fail with these sorts of landmarks. I used to say I lived "next to the vegetable stand on XYZ Rd, across from ABC Apartments" - very visible, clear landmarks which turns out most drivers could never use successfully because they usually called me being lost. You could try NLP on it to then lookup in a db like OkHi's, but these text-based directions definitely proved to be suboptimal when consumed by a human drivers such that companies were actively seeking a better way for their deliveries (and, importantly, were even willing to pay).
- adrianratnapala 10y ago
  When I get instructions like that, I often end up in trouble. Once I find Sal's general store, I find there is not just one or two, but three or four spots that could be intereted as "next to" it. And if none of them is obviously the thing I am looking for, the list starts to grow "maybe he meant across the road, down the street...".
mkehrt 10y ago
That sounds pretty cool! Unfortunately, your website is terrible. There is no information about what it is or how it works without watching a video, and I'm not willing to do that.
Blahah 10y ago
Just moved to Nairobi (actually, Tigoni on the way to Limuru, where I have no postal address). Pretty sure I saw your team at iHub last week when I was hosting the Mozilla Science Lab. I'd love to connect - gonna email but also please feel free to reach out to me using details in profile (same goes for anyone else in the area).
sandworm101 10y ago
It isn't a third world or African problem. The capital city of Canada's newest territory (Iqaluit, capital of Nunavut) didn't have any street names until a few years ago. Buildings today are still identified by numbers alone, with a degree of local knowledge needed to find many locations. https://en.wikipedia.org/wiki/Iqaluit https://en.wikipedia.org/wiki/Iqaluit
- Myrmornis 10y ago
  It's a politically incorrect term but are you sure it's unreasonable to call Iqaluit "Third World"? I live in Oakland, California and I definitely think of it as a Third World city -- the utter poverty, homelessness with no end in sight, squalid encampments in the dirt in derelict land, the lack of help for anyone falling through the bottom of society. I wasn't born in the US but I find it odd that one of the criteria for somewhere to be considered third world seems to be "far away, not in USA".
  - dragonwriter 10y ago
    > I live in Oakland, California and I definitely think of it as a Third World city Oakland is in the top 20 US cities by median household income. If it is "Third World", then essentially the whole world (including most of the United States) is "Third World". > I wasn't born in the US but I find it odd that one of the criteria for somewhere to be considered third world seems to be "far away, not in USA". The First/Second/Third World categorization originally referred to the US and its allies (First World), the USSR and its allies (Second World), and non-aligned (in the cold war) countries (Third World). The Third World were largely developing countries, the former included most economically advanced countries (though it also included developing countries), and eventually the terminology shifted and "First World" became synonymous in most uses with "Developed" and "Third World" with "developing" (and no one uses "Second World" at all...) But, in any case, the labels apply to countries, and the US is pretty clearly not Third World country by either the original definition or the one that is more commonly used now.
    - Myrmornis 10y ago

by pns 10y ago

pritianka 10y ago

100% agree on the map usage and GPS precision. I've seen some pretty bad GPS in smaller towns in India.

hangonhn 10y ago

I am really interested in what you've learned because you obviously know a lot about a problem that's very physical and concreate. What is your approach or what will it be? However, you website is horrible at communicating any of that. I learned 4 billion people don't have addresses. OK great. Now what? "We want to physically connect the world with an address system that works. OkHi is unlocking commerce through enhanced logistics, saving lives through improved emergency services and growing access to finance through better personal identification." OK... how?

pns 10y ago
Fair feedback re: comms on website. The OkHi approach is use your phone number as your universal key to share your address (with obvious privacy controls in place to control who can access it). The address itself is a GPS point + a photo - you can see an example at http://okhi.co/hq http://okhi.co/hq (best viewed on mobile - this is a vanity url, but you could very much imagine it eventually being something like okhi.co/+254/700111222). The OkHi business model (similar to other companies in the space) is to allow consumers to share these addresses peer-to-peer free and charge per-use businesses who work in logistics or need address data (e.g. food delivery, ecommerce, emergency services, banks, postal services). They collect the base address data that users can choose where they live from through our own on-the-ground data collection or smartly crowdsourced data (surprisingly scalable). Lots of promising progress, though obviously lots of work left to make it global. While it is easier to build a business controling the full stack, over time, the base addressing data could become open-sourced/ user address data stored in a public open db e.g. blockchain. I think the issues folks bring up of open-source benefits are very much in mind as this sort of system is built.

ben_jones 10y ago

I feel like this a communication and NLP problem, at least in regards to an address being directions to a given location. Like with a picture, an address such as "Next to Sal's general store" would be enough for most mailmen to find the location 100% of the time. Given it does not stand the test of time, but to my understanding this was the system in Ireland for a long time in small disparate communities. In that particular case the instruction would be something like "$COUNTY, $GRANDMOTHERS_NAME's house" in order to reach her grandson. I guess it depends on usecase. An Amazon drone can't stop and ask for directions. Interesting problem space though.

pns 10y ago
You'd think "next to Sal's general store" would work, especially given how prevalent that approach is. In fact, through our research, even for folks working the same delivery area day after day, they consistently fail with these sorts of landmarks. I used to say I lived "next to the vegetable stand on XYZ Rd, across from ABC Apartments" - very visible, clear landmarks which turns out most drivers could never use successfully because they usually called me being lost. You could try NLP on it to then lookup in a db like OkHi's, but these text-based directions definitely proved to be suboptimal when consumed by a human drivers such that companies were actively seeking a better way for their deliveries (and, importantly, were even willing to pay).
adrianratnapala 10y ago
When I get instructions like that, I often end up in trouble. Once I find Sal's general store, I find there is not just one or two, but three or four spots that could be intereted as "next to" it. And if none of them is obviously the thing I am looking for, the list starts to grow "maybe he meant across the road, down the street...".

mkehrt 10y ago

That sounds pretty cool! Unfortunately, your website is terrible. There is no information about what it is or how it works without watching a video, and I'm not willing to do that.

Blahah 10y ago

Just moved to Nairobi (actually, Tigoni on the way to Limuru, where I have no postal address). Pretty sure I saw your team at iHub last week when I was hosting the Mozilla Science Lab. I'd love to connect - gonna email but also please feel free to reach out to me using details in profile (same goes for anyone else in the area).

sandworm101 10y ago

It isn't a third world or African problem. The capital city of Canada's newest territory (Iqaluit, capital of Nunavut) didn't have any street names until a few years ago. Buildings today are still identified by numbers alone, with a degree of local knowledge needed to find many locations. https://en.wikipedia.org/wiki/Iqaluit https://en.wikipedia.org/wiki/Iqaluit

Myrmornis 10y ago
It's a politically incorrect term but are you sure it's unreasonable to call Iqaluit "Third World"? I live in Oakland, California and I definitely think of it as a Third World city -- the utter poverty, homelessness with no end in sight, squalid encampments in the dirt in derelict land, the lack of help for anyone falling through the bottom of society. I wasn't born in the US but I find it odd that one of the criteria for somewhere to be considered third world seems to be "far away, not in USA".
- dragonwriter 10y ago
  > I live in Oakland, California and I definitely think of it as a Third World city Oakland is in the top 20 US cities by median household income. If it is "Third World", then essentially the whole world (including most of the United States) is "Third World". > I wasn't born in the US but I find it odd that one of the criteria for somewhere to be considered third world seems to be "far away, not in USA". The First/Second/Third World categorization originally referred to the US and its allies (First World), the USSR and its allies (Second World), and non-aligned (in the cold war) countries (Third World). The Third World were largely developing countries, the former included most economically advanced countries (though it also included developing countries), and eventually the terminology shifted and "First World" became synonymous in most uses with "Developed" and "Third World" with "developing" (and no one uses "Second World" at all...) But, in any case, the labels apply to countries, and the US is pretty clearly not Third World country by either the original definition or the one that is more commonly used now.
  - Myrmornis 10y ago