Rene on January 25th, 2012

Ok no secret here that I am a Google Fan. But listening to the Google Report of 2011 I am just amazed and speechless.

Everything is growing:

  • $10 bn revenue / quartal ==> more than $100 mio. / day!!!
  • 90 Mio Google+ users
  • over 60% of plus users engage daily with it and over 80% weekly!
  • 350 Mio active Gmail users
  • Youtube makes $5 bn revenue
  • 700’000 android devices installed daily
  • 250 Mio. Android devices in total!
  • 11 bn downloads from the android market
  • chrome is growing (sadly no numbers) But in an interesting (on its own) blog post of reddit you can see 42% of reddit users use chrome (which might not be representative)
  • Google apps has 5000 new businesses signing up per day (among them: harvard, berkley, states (like wyoming), and a major bank bbva >100’000 employees) ,…)
  • 1 mio. Google+ pages have been created by brands (it is mentioned that there exists a sales team (I knew it all the time (-: )

Larry points out again:

Like I always said: “Emerging highest quality products can generate huge new businesses for Google on the long term. Just like search. And we have a ton of experience monetizing those products over time!”

But have a look for yourself and listen to the annual report!

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Filip Stilin is the frontman of House on Mars a promesing young croation band (check out their music on bandcamp). He loves music and online marketing so he read my blog and sent me and email with a couple of interesting observations and questions. I got his permission to publish parts of his mail and answer the questions to a wider audiance in my blog.

Filip: Even though I wasn’t agreeing with your Facebook skepticism in the beginning, I realized that I was overestimating Facebook in its promotion role. I’ve been creating extremely successful, targeted (extremely low budget though – just 5 or 10 euros at a time) campaigns for my band on Facebook.

Results?

Even though I managed to inflate the number of fans (with 12 fans/1 euro average), the interaction stayed the same. These campaigns aren’t entirely useless, though – having this number of fans or more looks nice in a smaller Croatian market and can help in booking bigger shows (thus getting to more fans)..but still dissappointing. I won’t campaign until we release a website/album/have something to sell.

Rene: I like your observation. The first was that gaining these paid likes does not really increase interactions and increase your reach. As I am saying to the In Legend guys all the time: “Money invested in facebook or even effort in facebook reach is not the best way to increase one’s reach” I am very glad that you came to the same conclusion and shared your insights!

Secondly I partially agree with the effect of large fan numbers while booking gigs. It certainly looks good to business partners like bookers, labels, distributers,… if your social media numbers burst. But again I would say the price is too high. With 1 Euro / 12 fans you would need to invest 1000 Euro for 12’000 fans an 12’000 isn’t even skyhigh (well I don’t know about croation standards). But as we know only a very small fraction of these 12’000 fans would actually become real fans and start interacting with you. All this for getting a gig! I guess this money could much better be invested in a high quality video which especially for a young band is a very good investment. With the video in combination with smart music downloads you will be able to increase your reach. Maybe not to 12’000 fans but still to a solid number of real fans that actually come to your concert because they really care! In this way your social media fancount (especially facebook) will also grow.

Filip: Question1 – sharing music!
About the thesis of providing music only on the band site – I think it’s hard for someone to become our fan if there is no music on Facebook. Choosing one song for preview and directing a fan to .com might work, but they are attracting entirely different audiences – think poppy indie rock vs. oriental, modern metal ballad. Is it okay to let this promo run free and spread like wildfire until the album release? Or should I provide 2/3 of songs for free, and ask for a mail adress for the 3rd one? This might be a good model.

Rene: I agree with what you say. At the time of writing the blog post you are referring too I wasn’t aware of the existing facebook music apps. The important thing is getting a sustainable contact to the person interested in your music. This is achieved ultimately by his email adress. But your question is very important. Of course you have to give people a bait. This could be

  1. snippets
  2. entire song(s) on streeming
  3. a music video (In legend offers downloads under every music video)
  4. a free download (without registration)

and I really don’t know where to set the boarder.

In the beginning times of In Legend we had 3 songs for streaming on myspace and 4 songs on the ep for download in exchange of an email adress. That turned out to be a good solution. People who liked the first songs where curious to download them together with one additional song. So I guess a 2/3 split would work as well. I will just warn you. Asking people for their mail address scares 4 of 5 people away. But hey at least you get the adresses of your fans that are really willing to give something for the music!

Now about the place where to make the connection. If you achive getting the fans mail adress via a smart Facebook music player or via download on your homepage I don’t care. Once people like your music (and chances are higher once you can talk to them frequently) they will also turn into facebook fans. So I recommend switching from rootmusic which you are using right now on your facebook profile to bandRX or Songpier since both services allow you to give access to your music in return of mail adresses. Songpier is a very new service but they also offer a cool mobile app (right now also without collecting mail adresses)
Here is a video about bandRX

Filip: Question2 – What do you think of Bandcamp?
I personally think it’s a great platform for selling music and there is an option of collecting mail adresses. The downside is that there is no valuable content that can be published, like blogs. It would be perfect if it was just a music-streaming, checkout widget on my site.

Rene: One of my Favourite (but retired) bands Jester’s Funeral have just published all their songs to bandcamp and have linked to their homepage and from the homepage to bandcamp. It is not quite the widged you are asking for but I guess this stays an option especially if you don’t bring the technical know how of programming a homepage that enables you to offer your music as a download in exchange of mail adresses.
There is only one thing that bothers me about bandcamp. They only let 200 fans per month download your music for free (email exchange) and offer a pay as much as you want option. From the money raised they keep 15% as a service charge. If you want more free downloads you have to buy them or have people pay for your music.
To some extend they offer a fair deal. It is a good service for a reasonable price. I as a programmer would just do it on my own have the full controll of my data and keep the 15% but I am pretty convinced that bandcamp should be a pretty good option for many musicians

I hope I could answer your questions to your satisfaction! Sorry that there isn’t always the clear black our white, right or wrong. Things are complex on the web but by reading your mail I am very convinced that you are asking the right questions which means that at least in online marketing you are far ahead of 95% of all musicians!

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I am one of the web pioneers but this is about the most amazing thing that I will be witnessing on the web as long as I can remember. Tomorrow on January 18th the english version of Wikipedia will shut down for 24 hours to protest two upcoming (?) american laws (SOPA and PIPA) that set the legal foundations to censor the web. This is happening in the country that is so proud of it’s freedom of speech.

This is such an important move of democracy that I was standing still for a couple of minutes after I heard of this! 1’800 active wikipedia authors moderators and administrators collectively agreed to make this move in order to show a protest! I am very excited to see where this will be going and what impact this has. Freedom of the internet is what makes this such a beautiful space. Everyone spread this word! discuss this! Don’t let anyone take the freedom of speech and information sharing from you!

Since the user discussion and poll won’t be available tomorrow I attached them to my blogpost.

http://www.rene-pickhardt.de/wp-content/uploads/2012/01/Wikipedia-SOPA-initiative-Action-Wikipedia-the-free-encyclopedia.html

I will not comment on this any further. Please everyone Have your own oppinion and act with responsability.

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Doing charity is of course always a good way of doing marketing. But I think the important rule here is that it really has to be honest and come from the hart and not just be ment to be a marketing campaign. I just realized this after three bands I am friend with did something great. I put this under online music marketing, but again the marketing of something like this should just be the side effect (at most):

After their third tour together Van Canto, Ordan Ogan and In Legend announced that they will post a piece of Bastian Emigs drumset on ebay (feel free to join the auction). The piece is signed from all band members. They said they would donate the money to the charity organization (Médecins Sans Frontières) Bastian Emig the front man and composer of in legend and drummer of van canto is working for. After less than 6 hours the auction is at already 905 Euro. Today the 1000 Euro barrier was taken!

See everyone that is the amazing thing about the web! If something is really great the information about it will spread very fast. This movement costs nothing for Van canto! Social meadia will really help to push this (but it would have been pushed without social media) Here nothing is sold. Just good things happen. Noone seeks for attention. Interesting how on the other side people wonder what weired things they can do in order to get recognition and how simple it is to start a real viral effect by just doing something really good which does not even cost you money or effort!

I am sure many bands could do this or similar things. Even though I have worked together with in legend quite a lot and also with van canto quite some time I like those guys much better now (not that I didn’t like them before. but using your popularity to do good things is very charismatic) Things like this are good for your brand value and brand reputation (besides the fact that they probably also feel very good to do!). Especially this auction really helps charity organizations which is much better than DJ Sammy who stole the idea from a charity organization and didn’t donate any money yet!

Hope the move of Van Canto, In Legend and Ordan Ogan inspires others to do similar things.

And since I really like their Idea here is the current video of van canto:

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Today I started an experiment I created an excercise for coursework in algorithms and data structures that is very unusuale and many people have been criticle if this was a good idea. The idea behind the exercise is that studens should read wikipedia articles to topics related to lectures and find mistakes or suggest things that could be improoved. Thereby I hope that people will do something that many people in science don’t do often enough: Read something critically and carefully and question the things that you have learnt. (more discussions after the exercise)

Read the following wikipedia articles:

Find at least 5 mistakes or passages that could be improved. Write down what is wrong or what could be improved. Give a justification for your statements and write down your suggested new version of this very passage.

To get inspired you can find mistakes by looking at the discussion page of the articles or at the version history. You might also be able to look the same article in versions of other languages!

Here are some example types / things that could possibly be improoved:

  • pure mistakes
  • semantics of links
  • semantics of pictures
  • articles could explain easy concepts in difficult words
  • missing cites
  • missing links to original scientific work

Further discussion

I am really excited how many students will try to do this exercise and how well it is accapted and what the quality of the answers will be…

I would also love to receive your feedback, thoughts and comments about this kind of exercise! Mabe you have some ideas that could be extended or you asked students to do similar coursework?

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Record industry as well as many companies that are in the business of publishing are complaining for years that illegal file sharing is killing their market and destroying culture and art. I don’t want to fall into the discussion about how copyleft is superior to copyright. Also not about how wrong all the whining is as there are many reasons that show, that the industry was just not smart enough to listen to the customers and adapt to the new possabilities given by the internet.

But then it is just sad to see how musicians like DJ Sammy (probably together with management and record labels) seemed to take a (viral) video from a charity organization and use the idea and story for their own music clip. That happened without giving public credit to this organization and as far as I know – please proove me wrong – without sharing profit from this song with the jubilee project – the organization that had the original idea. If this is true I am very disapointed since it has no moral at all and the ethics are just not given.

As I was active on the boarder of music industry I know that I should not even talk about this sad event as bad promo is also promo and therefor my blogpost is even supporting DJ Sammy and the people responsible for this video (well maybe they will even adjust their behaviour!). But I hope that this blog article will help even more to promote the good thing and really nice video by the jubilee project! Feel free to watch the original here:

And of course to show the similarity check out the DJ Sammy song look for love! I was thinking about re uploading the video and making a front screen and back screen giving credit to the original video but still link to i tunes and all the shopping possabilities. But I wasn’t couragious enough since I myself would commit a copy right violation and I have no interest in some annoying law suit.

final thoughts

I have to admit that the song is great (though I usually listen to heavy metal) and that the video is really well recorded and produced. I wish they had just officially helped to spread the good idea of the jubilee project. Anyway I hope the user discussion on youtube will last and maybe in this way the jubilee project will receive even more attention.

I can understand that musicians are frustrated and feel betrayed but I can only remind you to act with moral and good ethics on the web. There are so many great opportunities on the web also for musicians. Noone would have objected if DJ Sammy had used the video and worked together with the jubilee project!

If you know more about this topic please tell me in the comments. I’d love to be updated how the story continues!

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In an earlier post I have explained the need for a Facebook streaming app that has to be enhanced with some features in order to create viral word of mouth effects. Together with Yann Leretaille and Robert Naumann we programmed the facebook API and developed such an app for my band In legend. Today ( even though xmas is gone and 2012 has already started ) it is the time for me to share the source code of this app.

have a look at the app here:

Features and Problems

  • works on facebook and on any other webpage
  • enables setting more and more songs free for streaming while more people install the app (in order to spread the word)
  • users need to connect (with facebook or via email adress) in order to listen
  • some lightweight statistics
  • encrypted flash player (not open source yet) that makes it hard to download the music (Though I myself have some moral problems with this kind of feature. But well it is how the industry works…)
  • Slideshow of pictures to improve listening experience
  • optimized usability for high conversion rates

The app runs on PHP, MySQL, JavaScript (MooTools) and you will need your own webspace in order to host it

A kind warning

The App was developed with a lot of time pressure and we had some nasty bugs that needed to be fixed. That is why the source code is messed up with some really fast and dirty quick fixes. Afterwards I never really had the time to clean up the source and make a good documentation. As my PhD progresses this situation will not change in the foreseeable future. Since my prediction says that Facebook will be overrun by Google+ within this year it is more than time to share the app!
The good part: most of the stuff can be reused once Google+ opens its API and the app can be transformed to a great social network.

Source code on google code

http://code.google.com/p/in-legend-facebook-music-streaming-app/source/checkout

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2011 is almost over and more than 9 months of my PhD have already passed by. During my math diploma I was founded by the german national academic foundation. Besides some really nice benefits that came along with this every 6 months I was forced to write reports about my study progress. Even though theses reports were sometimes quite annoying I realized that they are a good method for oneself to focus and work more efficient. That is why I decided to continue writing these reports. This time just in english and for a wider audience.

So here is the layout for this longer article:

Things I have done in 2011

  • I started my PhD time Koblenz on a scholarship and I felt I almost had to much freedom. Noone to report to. I have to admit in the beginning it was hard to focus with that much freedom.
  • I attended the TET workshop where I have learned some techniques and methods about design thinking. What a great subject and topic. I also met some students from WHU which was also nice!
  • I was allowed to visit the Webscie summer school at DERI in NUI Galway Ireland. That was really fantastic.
  • I attended the future music camp where I learned a lot about the business and why I don’t think I fit there. Especially I ran a session on bandpage SEO.
  • Since my university organized it I also attended the European Summer school on Information Retrieval. It was nice since I had my first poster presentation which reminded me to my old days in school when I attended Jugend Forscht.
  • I quit my scholarship and moved to a three year contract as a research assistant. That was nice from a money perspective but in particularly I wanted to have teaching responsabilities and the safty to be founded longer than 2 years.
  • I had the idea for my first paper graphity and I conducted an evaluation and created the paper in a team of 5 people.
  • I was attending the social sensor kick off meeting in Thessaloniki.
  • For the second time I touht a class at “Deutsche Schüler Akademie”. This time with students from 5 different countries and only 20% native German speakers.
  • I am supervising a Jugend Forscht project of 2 highly gifted and talented high school students which also uses neo4j and works on software to improove typing.
  • I learned more about the impact of social networks by createing the in legend facebook streaming app
  • I am advising a bachlor thesis on graph data bases and linked open data.
  • I became a most valued blogger for dzone
  • I had my first blog article or thing on the internet that became kind of viral.
  • I read tim berners lee’s book on weaving the web

Things that I have learned

  • It took some time but I got to know computer scientists and their culture / way of thinking
  • By now I am finnaly less afraid of programming.
  • I am also less afraid of using, configuring and fixing linux
  • Even though there is way of improvement I have a much more structured aproach to getting things done (especially writing paper)
  • I realized the power of blogging. It is amazing how much feedback you receive if you share your thoughts. You also get to know better recources and get to know people! It is really amazing how much reach a blog can create and how much it can grow. I am really excited to see where this will be going! And I encourage anyone to start blogging!
  • I have gained more background on internet technology (protocols / technologies / general understanding)
  • Reading the law might help more than talking to a lawyer
  • There is a lot of diplomancy during teamwork and it is really good if one (not neccessarily onself) is able to apply it.
  • Smart and creative ideas are very appreciated in university.
  • Amazingly motivating people is still one of my greatest assets.
  • I kind of understand how EU founded research projects are applied for and how they are working and where a lot of money in our institute comes from.
  • I am becoming more familiar how the system within computer science works
  • I made the experience how (at least theoretically easy) it is to create a paper
  • Lenovo thinkpads are just amazing + having the suitable business notebook really makes you move it everywhere and work on your stuff. 8 hours of battery are just perfect! (no I am not sponsored by lenovo but honestly it is the first notebook I am literally taking everywhere and it just works fine)
  • Diversity is the key to everything. Diversity in teams and between human beeings in general will almost every time lead to the most amazing things
  • Unfortunatly I am mentally not as flexible / dynamic fast learning as I used to be when I was younger (thinking in used patterns seems to be very comfortable)
  • Mathmaticians really have an amazing ability to understand complex abstract concepts in any context. They are able to generalzie almost everything.
  • It is incredibly easy to become an authority or gain social proof while making statements on something. In particular it is interesting how much more credible things are if someone else gives you trust (e.g. being cited or being invited to give a talk)
  • I increased my marketing knowledge and experience in how to create a brand
  • If you want to be a successfull enterpreneur or company focus on great products and outstanding service! This is how you beat the market. Marketing is not about selling and promoting stuff. it is about having the best product / service and communicate this in a smart way….
  • I understood many different levels of the general information retrieval problem. What different levels of search exist. The concept of information need. In particular I understood the many non technical challanges of this problem and the problems of language and semantics.
  • I finnaly realized why social networks should not be monetarized via advertising (almost no click through rates on banner ads) I also understood why search is such a cash cow (at least revenue wise) information need (also for advertising) from the user is given which naturally leads to high click through rates.
  • I understood how big the facebook bubble is that is being created. I almost hope they will enter the stock market soon. I will definatly bet some money and buy puts.
  • Speaking of this I got introduced to the concept of an ego network and what the implications of this are to a social network and to running a social network. It is actually embarresing that I never realized those concepts myself by running metalcon. Furthermore it is just amazing to me how much impact the concept of a persons ego network has to his everyday life and to his mindset.
  • I did learn why people using linux after a while only show a sad smile to windows users. It is unbelievable how much pain in the ass windows is

Weaknesses I still have

  • Even though I have acomplished many things I still have the feeling that I am procrastinating a lot (guess due to bad time management)
  • I still show a tendancy towards overcommitment which means to many paralell projects
  • Together with this comes my hard time focussing (especially on scientific output related output)
  • For some reason I am still not too keen on reading. I am not reading enough paper / blogs / mags / mailing lists / news …
  • My written communication skills could improve a lot. Especially spelling and structure
  • With this comes communication in general way to improve.
  • I am not doing enough pyhiscal excercises I have gained weight and I am tired a lot
  • I am not learning enouh chinese not to say I am forgetting my Chinese.
  • I have to make things happen and state the obvious. Especially realize the moments in which I think outside the box and have creative ideas. In my research I was constantly talking about a social circle in order to reference the ego network of a user. Some months later google plus comes up with the circle concept. I was talking about this for ages without realizing that I should seperate this from all the rest in order to create something big!

goals for 2012

  • The main goal is to write a solid good PhD proposal. I am still batteling between too topics. 1.) organizing social news feeds from your cirle of friends. 2.) distributing graph data bases. The first problem is more application oriented the second one seems to be more technical. There are many reasons that speak for both topics. I guess I will move twords the second problem. In any case I will have to write the proposal and submit it to a suitable conference. I will also have to write a German version of it in order to aply for the PhD scholarship from the German national academic foundation.
  • I want to go back to China. In the best case do a 3 month research trip with jiaotong daxue in shanghai.
  • I am still very interested in doing an internship. Since my professor said I could eather do an internship or go abroad I will have to choose. But if I should go for the internship I will have too look into google (research), yahoo research, linked in, facebook, last.fm maybe even simfy or find another interesting company.
  • There is most certainly the need to write more papers and I already have some very concrete and specific ideas (including solutions) so if anyone is interested in real joint work contact me any time! The ideas are in the subjects of (information retrieval, differential geometry, logging in graph data bases, sparql queries as graph traversals, sentence prediction using n grams and neo4j
  • There has to be progress with metalcon and with in legend
  • I want to run a seminar on one or two topics which could be search engines or graph data bases and its applications.
  • I want to spend more time on contributing to wikipedia. Especially I want to include this in teaching at university.
  • I already started and want to further improve my time management skills. I want to use todo lists more eficiently and also make more use of tools like a calander system. Also my workbalance between free time vs. work time has to be increased
  • I want to improve on my chinese language skills
  • I want teach my third course with deutsche schüler akademie.
  • I want to do even more team work projects
  • I want to create a reading class in university in order to do some more efficient research.
  • And as some private goals I want to make more music, model, do the toungtwister video, physical exercise on a regular basis

Some final thoughts

I really received a lot of help from my advisor / university. Going back to university was so far the best idea in my live. I totally know why I returned. I am enjoing the time in university from both perspectives the freedom as well as the topic.

So what have you guys been doing in 2011 and what are your goals for 2012? In any case I wish you a happy new year!

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I created some exercises regarding binary search trees. This time there is no coding involved. My experience from teaching former classes is that many people have a hard time understanding why trees are usefull and what the dangers of these trees is. Therefor I have created some straight forward exercises that nevertheless involve some work and will hopefully help the students to better understand and internalize the concepts of binary search tress which are in my oppinion one of the most fundamental and important concepts in a class about algorithms and data structures.

Part A: finding elements in a binary search tree – 1 Point

You are given a binary search tree and you know the root element has the value 2. Considering that the path to for finding an element in the tree is unique decide which of the following two lists can be an actual traversal part in order to receive the element 363 from the binary search tree? Why so?

  • 2, 252, 401, 398, 330, 344, 397, 363
  • 2, 252, 397, 398, 330, 344, 401, 363

Part B: Create binary search trees – 1 Point

You are given an empty binary search tree and two lists of the same elements.

  • 10, 20, 5, 15, 2, 7, 23
  • 10, 5, 7, 2, 20, 23, 15

For both lists draw all the trees that are created while inserting one element after the other one.

Part C: skewed binary search trees and traversing trees – 1 Point

Compare the trees from part B to the tree you would get if inserting the numbers in the order of 2, 5, 7, 10, 15, 20, 23

To understand the different tree traversals please give the result of the inorder and preorder traversal applied to the trees from part B and C.

Part D: Balanced binary search trees. Counting Permutations – 2 Point

We realize that trees can have different topologies as soon as the order of the inserted items changes. Since balanced trees are most desired your task is to count how many permutations of our 7 elements will lead to a balanced binary search tree!

To do so it is sufficient to write down all the permutations that will lead to a balanced binary search tree. But you do not have to do this explicitly. It is also ok to write down all classes and cases of permuations and count them.

Compare the number to all permutations of 7 elements (= 7!) and give the probability to end up with a balanced binary search tree when given a random permutation of 7 different elements.

Part E: A closed formular for the probability to create a balanced binary search tree – 2 Extra Points

Your task is to find and prove a formular that states the number of permutations of the natural numbers 1, 2,…, 2^k-1 such that inserting the numbers will create a balanced binary search tree.
Give a closed forumlar for the probability P(k) to end up with a balanced search tree. Give the explicit results for k = 1,…,10

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In the end of September I discovered an amazing data set which is provided by Google! It is called the Google n gram data set. Even thogh the english wikipedia article about ngrams needs some clen up it explains nicely what an ngram is.
http://en.wikipedia.org/wiki/N-gram
The data set is available in several languages and I am sure it is very useful for many tasks in web retrieval, data mining, information retrieval and natural language processing.

This data set is very well described on the official google n gram page which I also include as an iframe directly here on my blog.

So let me rather talk about some possible applications with this source of pure gold:

I forwarded this data set to two high school students which I was teaching last summer at the dsa. Now they are working on a project for a German student competition. They are using the n-grams and neo4j to predict sentences and help people to improve typing.

The idea is that once a user has started to type a sentence statistics about the n-grams can be used to semantically and syntactically correctly predict what the next word will be and in this way increase the speed of typing by making suggestions to the user. This will be in particular usefull with all these mobile devices where typing is really annoying.

You can find some source code of this project here:
http://code.google.com/p/complet/source/browse/trunk/Completion_DataCollector/src/completion_datacollector/Main.java?spec=svn64&r=64

Note that this is just a primitive algorithm to process the ngrams and store the information in a neo4j graph data base. Interestingly it can already produce decent recommendations and it uses less storage space than the ngrams dataset since the graph format is much more natural (and also due to the fact that we did not store all of the data saved in the ngrams to neo4j e.g. n-grams of different years have been aggregated.)

From what I know the roadmap is very clear now. Normalize the weights and for prediction use a weighed sum of all different kinds of n-grams and use machine learning (supervised learning) to learn those weights. As a training data set a corpus from different domains could be used (e.g. wikipedia corpus as a general purpose corpus or a corpus of a certain domain for a special porpus)

If you have any suggestions to the work the students did and their approach using graph data bases and neo4j to process and store ngrams as well as predicting sentences feel free to join the discussion right here!

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