15 Minute Education Plan

The US public education gets worse and worse, whether it’s class sizes going up, or layoffs due to lack of funding; our pupils just aren’t learning anymore. We face lower standards of return, even though grades continue to rise, this is a problem, it either means that pupils are being trained to be pattern recognizers, that don’t understand why the pattern is, or that the teachers are blatantly lying about pupils competence with curves. We need a new way to get the key skill for maintained learning: understanding. Here is my suggestion for understanding based learning, fit into 15 minutes.

Normal class times are generally in the 45-90 minute range, depending on how the school defines it’s periods, I’d prefer a 45 minute course daily. Working with 15 minute intervals makes it simple to repeat the process and to make sure pupils grasp and understand concepts. The key to understanding is simplifying to a key point of information that you want them to understand. This is particularly necessary in Elementary schooling, to build up a foundation of understanding, and problem solving skills.

Minutes: 1-3

Prepare the topic with the pupils, so that they have a basic idea of the concept, you are working on. Provide the pupils with a couple test problems, non-multiple choice, to test their understanding.

Minutes:4-8

This is time for  the pupils to work through the problems to show how much they understand.

Minutes:9-10

Check pupils responses to this work, so you can see  who had issues, and where the issues were. Make sure you are interacting with all of the pupils as a group, and as individuals.

Minutes:11-14

Have a class discussion calling on those that did particularly well, and unwell, to help gather learning concepts that some pupils gathered and others did not, this will help in the future.

Minute:15

Take those that did well and partner them with those that didn’t do as well.

Repeat this process until the end of class or until all but possibly one or two pupils grasp the concept, if they do this give them a 5 minute break, and an example problem for tomorrow’s concept. While most of the class works on this, you should interact with the remaining pupils, that don’t grasp the concept, and help them to understand that concept, as well as the new concept in advance, to help prepare them for tomorrow’s work.

If you can’t get a child or even an adult to understand a concept within 15 minutes, then the problem is most likely with you, and not the pupil(s). If there is a problem, you need to look at how your teaching, what they don’t understand, and what you can do to improve. You have all the data in the work the pupils did, so you can go through and check for where they might be missing the connection.

One benefit to this, is you aren’t overloading the mind with brand new concepts simultaneously, this helps prevent the pupil from feeling overwhelmed.  A second benefit, is that you get to interact with the children one-on-one this is something that is lacking in most classrooms, and likely why the parental influence is a so much greater determining factor. Another benefit is that it is quick, it lets you know if there is a problem that you need to focus on or not, it is also quite fluid.

The fluidity, is the final benefit, which allows you to do a weekly, biweekly, monthly, recovery of knowledge quickly, by recovery I mean returning memory. Memory degrades over time, but if it recurs even slightly enough to re-jog it, it becomes wholly new again, and will last longer, this is the forgetting curve. Following the concept of the forgetting curve, you can cover 4 concepts a week, and still fit a day for recovery for all four concepts into your plan, to help increase retention. Another benefit is that you get to gain more data into how the pupils have retained the concepts, so you can better predict when you’ll have to cover the information, again.

This post is complete conjecture, and isn’t based on any significant facts.

The Halting Point

I’ve hit a point where I have to halt the majority of what I do, and shift focus to current matters at hand. Sadly, this means that I must drop my project, there are multiple reasons, that I’ll get to in a second. I have to figure out my five year plan, as well as my  three month, six month, and annual plans. The rail I’m currently on is running short, and if I don’t switch tracks now the future goes up, I can’t ignore and put off any longer.

As for what I’m referring to, is my current situation, financial, physically, educationally, and “professionally.” Financially, I’m done, I have about 2 months left to handle my bills, which also places me in a position, where I can’t risk it all on the web, the risk to see a turn-around that quickly, isn’t feasible. So in the upcoming months, the blog might shift, sites will go away, but they won’t die or be lost, I have contingencies in place. Physically, a few months ago, I had doctors tell me that I needed to get my thyroid checked out, because it was enlarged, and I had lost close to 20 lbs. in the course of  six months, I failed to make that appointment, and two months later, I’m down another 12 lbs. I’m not a big guy, I’ve never been over 150, so this is a bit of an issue.

Educationally, this has stalled as well, even though I constantly learn something, it’s becoming more and more of a struggle to learn something that is actually of value. I need to make a change, and become more focused in my learning, this is probably my biggest issue, I research topics, as doing so I follow tangents; which is a very interesting way to learn of a new thing, but it doesn’t help with actually learning. Another issue, is I have very broad interests, one second I can be reading up on Accounting or Marketing, the next I could be reading a text on Algorithm Design, or just doing Calculus, this obviously leads into the professional situation.

I don’t have a clue what I want to do professionally, I know what I wanted as a kid, I know where my interests lie, and I know what I’m good at, but that doesn’t help me figure it out, it just makes it murkier. As a child I always wanted to work with computers and robots, I never thought that I’d step back from this position. My interests over the past five years have been in programming, cryptology, economics, finance, business, and design. What I feel at least somewhat competent at is financial analysis, and architectural design.  This of courses, raises issue with what I should do, because I, honestly, don’t have a clue, finance or trying to make my childhood dream work. I don’t know, but I’m leaning toward the financial aspect, and letting the programs slip to the side, which brings me to the project.

The past two years, I’ve focused into  understanding how to analyze data to create semantic content, one of the biggest moves in my thinking was to take the initial load off of the machine, and place it in the hands of a human, the biological entity that understands the semantics of an item. Let the user build the connections, let them do all of the heavy lifting, and then use these seeded inputs as an ever expanding learning set for the machine. This meant making something usable  for a user to interact with, first it was an RSS Reader, then it was a URL shortener, that handled multiple links, then the idea grew into a distributed network of bundled connections. All of these I’ve managed to fail on in some way, except for the last, I’ve just hit a wall as far as I can go on it, with my understanding.

I thought hard over the past week, about seeking a more technical person, or just releasing the current source of the project, after it’s cleaned up a bit. The first way would have the possibility for a good return, but I oddly feel bad about it, it makes me feel like I failed. So I’ll be working to clean up the code, write out lots of the mental documentations I have, as well as collect and clean up the digital and physical documentation, so that others can take the idea to the next level. Currently, there is already a working model of what I saw it being about three-months down the line, at BagtheWeb, they did some things better, mainly having a fully functional product, not just a prototype, but their product is still in early enough stages that it could be caught and surpassed. I just don’t have time, with having to deal with these other issues, to devote  wholeheartedly to the issue.

So I apologize to the people who did play with the project, and provided quite valuable feedback, it wouldn’t be anywhere close to what it is, even as little as it is without you. It won’t be going anywhere for now, but I also doubt updates for the indefinite future. I just have stuff to sort out first, maybe one day I’ll come back to it, with the passion I had, when I was creating a research tool, with a semantic future.

The Influence of Homogeneity on Choice and the Web

One thing that consistently occurs in markets is a trend towards homogeneity, it’s nothing new, it’s been happening for millennia. The occurrence in the web is a bit disturbing, however, because of time and focus. Alas, I’m getting ahead of myself, I should probably talk about the various forms of homogeneity, that occur naturally and in our daily lives.

Homogeneity, in nature, it is as common as a step in the evolutionary process. As species adapt, the mean difference, across the whole corpus of the species, becomes smaller, and the species pick up both positives and negatives, that affect the species future. The huge negative for homogeneity is that the corpus, minus the mutated(outliers), is that susceptibility to a common tragedy. A tragedy, by contagion,  can be common, if a disease does infect one entity, it can easily spread to those that are also susceptible, though the entities with mutated genetics, assuming theses genetics, increase resistance or provide immunity to the disease, or any common tragedy.  If the tragedy is large enough, it can cause the mean difference to go up, or even hit an maxima,  which it comes back down from in favor of the  mutates.

Homogeneity, in business and our daily lives, occurs quite frequently, and it is an influencing factor over choice. To look into the idea of choice and homogeneity, you don’t have to look further than skin deep, or in this case clothing. Every one of us has a desire to fit in, and this desire results in us commonly grouping, even, subconsciously with those who are like us. From this desire, we find ways to look, sound, or interact the same way; our desire also has a side effect, it removes the necessity of thought in many circumstances, just go with what everyone else is doing. Of course, there will always be a few who don’t want to be classified, or collated with others, sadly they create their own group, through these actions: non-conformists.

To see the corporate side of homogeneity, look into the restaurant/fast food industry, or supermarkets. Mom & Pop’s have been gobbled up by the McDonalds and Wal-Marts , because the layperson doesn’t know what they have to offer. If you go with one of these household names, you have a good idea that the food is going to be decent, or that the store will have what you’re looking for within its doors. This homogeneity, decreases local competition, but it’s okay, because it saved the average consumer time and money, because these chains get reductions for ordering extremely large amounts of goods. Of course, some people will stick to the Mom & Pop’s, to be contrarian, or because they know it just as well and it has become ritual.

When it comes to the web, however, the steps toward homogeneity become much easier, but there is even fewer checks and balances, than in any of the other cases. We interact with the web on a time basis, and this time is limited, so we find a subset of sites to stay in constant contact with, normally staying within a triumvirate: search, networking, and news-history. However, the common solutions for these problems are reduced to a common set of sites, there are alternatives, but it requires more rigor on part of the consumer. So what do we do, we choose, by what provides the most tools, where are my friends, and how can I find out more.

What happens when you’re playing this zero-sum game of choice, Louis Gray says there is no zero-sum game?  You end up selecting those that might not be the best, but save you time and trouble. Want to use e-mail, read blogs, or just IM with friends, you can go use any random email host, any old RSS-reader, or link walk the sites, or anyone who offers an IM service, OR you can just use Google, and get all of these services simultaneously, plus several dozen other services.  Do you see what just happened? Multiple services where just reduced, they were hit by a common tragedy, and now there is one hyper-efficient service provider, which most people are going to use because it’s simple, and they don’t have to think about where they are going to go, or what they are going to do.  Where can I share images, discuss things with my close friends and family, and provide a set of personal information for people that people can use as entrance sources? Well there are a large number of services that will let you share images, and any number of places and ways to share that information, but to truly access everyone, without making them do work hard, and that site is becoming Facebook. The case is you don’t see a corresponding 1-1 gain loss, gains are primarily individualistic, while losses are primarily distributed, there are cases where the inverse occurs, but they are few and far between.

These companies are becoming goliaths, that are going to harm the web, if they continue to grow, it won’t happen immediately, but even now Facebook is trying to change the rules. And you can say all you want that there are other services out there, I’ll admit that, but when you’re playing a zero-sum game, based on how much time you spend interacting in different locations, you have to focus on where you’ll get the optimal return.  There will always be alternatives, for those who truly want them, but for the general public, they don’t mind as far as they know, everyone does the majority of the same things on the web. Until, something happens that causes the homogenous species, to see what the mutates have already seen and adapted for we’re looking at an interesting ride for the next 2-3 years.

An Antithetical Post On How Narrowing Is The Key to Curated Data

So this whole thing about curation , has my head in a state, where I am seeing the data, meta-data, and users, as distinct entities in three-dimensional space. I’d love to provide an image of how they are related, but I can’t because when it comes to placing them in a 2-D or even 3-D state, there is warping and tunneling between these objects, outside of the third-dimension, to maintain proper relations.

Still here? Good. This post may be a bit vague, I’m going to try and keep it simple and understandable, for you as well as myself, I’m already a bit confused after several hours of trying to map this. If you would like to discuss this, for a more in depth, though possibly less coherent form, feel free.

To begin, we have three entities: data, meta-data, and users. These entities all have various ranges of relationship, which go from near to distant, and occasionally don’t exist. To describe the range as an example of friends, “Those best-friends, with very similar taste, are near(1), friends, much different taste(2), acquaintances, similar taste(3), acquaintances, different taste(4), and people you’ve never met(0).” We’ll approach range using this method, based on relational distance, between entities.

Data is, in my view, the front facing objects, whether that be text, images, video, or even tactile objects. Data itself exists in a weak presence, as far as to what value it represents, when coupled with meta-data, it becomes stronger.

Meta-data is data about data. It is the entity that is manipulated and understood, to provide us with relationship information, on any level. There are many forms of meta-data, temporal, location, authorship, topics, etc., that provide us with fantastic ways of connecting data, but often times it includes disparate entities, that aren’t necessary.

The user in my case is a human which interprets the regular data, and may create tags of meta-data, but can be a machine in which case it is likely to work with meta-data, either directly or in composition of meta-data from data sources.

Now that the entities are somewhat defined, I can get into the discussion of how these various entities are connected in creating relevant connections, both in basic terms, and user specific terms.

Often times, the simplest way to construct a relevancy map between data objects, is to use meta-data about the objects, social-bookmarking tools work this way by way of topical tagging, the distance between objects is the range of 4. Making the system a bit more complex you add methods, you take your tagged set, and add in user selection, by how much a user likes various items to manipulate what topics they are likely to see, this is in the range of 3 because it is still picking out items by topic which is a very wide. Or you can provide what your user’s friends have read recently, this is still in the range of 3, because by adding in what other people read, can narrow the area of focus, it’s possible to be in areas that the user doesn’t care as much for. If you add in what the user’s friends like, rather than just what they read, you get closer to the range of 2.

In order to get to the optimal range 1 you have to add two more things to your system: direct relations between data-objects and concentrated interaction between users, these can both be defined explicitly by users, and can be shown as a simple social-graph, with one object/user in the center, and the closest elements near by.  Direct-relations, which are somewhat like Techmeme, can be created on a broad scale by a user-based system of bundling links to content, based on relationship. Concentrated Interaction is a bit more complex, because it requires an analysis of interaction, but presents an interesting system, helps reach the range of 1.

Note: If you treat Users like data-objects, which they are in a database, you can apply meta-data, to make the concentrated interaction, more specific by what topics the user is most familiar.

So I’ve discussed 5 ways in varying levels of implementation to reduce the range of relevancy.

The use of tagging to create a quick reduction in the range of relevant data.
User selection to narrow down what topics the user likes, or aggregate content that the users friends are looking at.
Further narrow it down by what these friends like.
Allow Bundling of content that is directly related.
Analyze the concentrated interaction graph to narrow down trust sources.

I’m sure I’ve lost someone in this antithetical pile, as I had to get this off my head it was driving me crazy, and I’m going to call it the beginning of a new arcling, to be adjusted down the line. So if  you are interested, I’m sure that we can possibly make it a bit clearer by having a discussion.

The Future Of Privacy Is Full Publicy

Zuckerburg was right, “privacy was no longer a ‘social norm’,” being public is the new social norm, though most people will still tend to reject reality, even myself. I’ve finally gotten over about 90% of privacy issues, I might get upset by/at them, but even if there is something exposed, I’m preparing for it now. Anyone under the age of 21, within the US, who has ever used the internet has already lost their identity, so why should they worry, about what any company is exposing about them? It’s time to get over these feelings and accept the change that is coming, a ton of privacy isn’t worth an ounce of knowledgeable protection.

Just the other day, Facebook, proposed an update to their privacy policy to allow third-parties to have access to your data, some point in the future, and with this comes, yet, another wave of criticism, some. People are jumping all over Facebook, because they feel people will be paranoid that their data is vulnerable, and that their data shouldn’t be given out willie-nillie to just any third-party site that Facebook comes to agreement with. You would think people would be used to this type of position coming from Facebook, by now, this is their fourth or fifth slip up, but still people complain for a few months and then calm down, until it happens again.

Our most personal data in the US, social security numbers, is insecure, especially if you were born after 1988. The numbers can be defined through 2 data points, date & location of birth, and a little brute forcing. So for the younger generation, nothing is private, not even our government provided personal identification. If we aren’t protected in that regard, should we really be worried about those images from last weekend or who our friends are, what our opinions are? I think Eric Schmidt said it best, in an interview where he discussed privacy, “If you have something that you don’t want anyone to know, maybe you shouldn’t be doing it in the first place.”

I know I jumped on Facebook, but they aren’t the only sites that have huge inventories of data on their users, in hopes of adding relevancy, Google, Yahoo, Microsoft, et al. Facebook is the simplest site to jump on because of it’s repeated transgressions in the area. Google has faced it as well, though, when it didn’t take enough discretion in opening up their Gmail users privacy through Buzz. As the web keeps advancing, privacy options are going to be set to off on default, it will be up to the users to change the settings to keep themselves private, this has been called ‘publicy’.

Are you prepared for the next generation, the age of publicy? Are you ready to get dirty mucking around with settings to protect what little privacy, you will have in the future? Will you let everything go, and change how you interact on the web? These are questions that we will all face, but I think I’m prepared to be completely open in my environment when it comes to social matters, they aren’t anything compared to my financial information or my social security number, which can apparently be brute forced by a bot-net of 10,000 machines in ~1.27 seconds.

Update: Tyler Romeo’s latest post, Why I Dislike Facebook & Foursquare, makes a great point in contrast to the opinions I made here, I agree with quite a bit of what he has to say as far as respecting your users and offering secure protocols, to help protect your users. Take your time and go check that post out.