However, recommendation accuracy is tied with diversity in a delicate trade-off and the potential of graph convolutions to improve the latter is unexplored. We evaluate the joint convolutional model on three benchmark datasets with different degrees of sparsity. Here, we develop a model that learns joint convolutional representations from a nearest neighbor and a furthest neighbor graph to establish a novel accuracy-diversity trade-off for recommender systems. The information between the two convolutional modules is balanced already in the training phase through a regularizer inspired by multi-kernel learning. The proposed method can either trade accuracy to improve substantially the catalog coverage or the diversity within the list; or improve both by a lesser amount. Compared with alternative accuracy-diversity trade-off solutions, the joint graph convolutional model retains the highest accuracy while offering a handle to increase diversity. The nearest neighbor graph connects entities (users or items) based on their similarities and is responsible for improving accuracy, while the furthest neighbor graph connects entities based on their dissimilarities and is responsible for diversifying recommendations. Graph convolutions, in both their linear and neural network forms, have reached state-of-the-art accuracy on recommender system (RecSys) benchmarks. Compared with accuracy-oriented graph convolutional approaches, the proposed model shows diversity gains up to seven times by trading as little as 1 % in accuracy. To our knowledge, this is the first work proposing an accuracy-diversity trade-off with graph convolutions and opens the doors to learning over graphs approaches for improving such trade-off.

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Demo trade then Start with small amounts of capital Do not ever throw money at people to trade for you Take the time to educate yourself and rely on your own knowledge to become successful Always check who the broker is regulated with then check their license with the relevant authority I hate seeing people getting scammed so don t let it happen You can succeed if you have the commitment. With respect to binary options I always thought they were a scam I then gave them a go with CMC markets UK and I ve had some good results so far My issue with traditional trading was getting stopped out after getting the initial move correct With binaries you have fixed odds so you know exactly how much you will make or lose and you pick the time frame. Seriously guys, would you put 200k into an online bank with a fancy website No So why trust a broker Before investing in anything do some research I know it sa bit late no w but for anyone else reading please, please do some research Anything that seems too good to be true probably is. Make no mistake, if you don t know what you are doing and have no rules you WILL lose everything I ve been there and done it 3 times Whoops. Most ________________________________________________________________________ dont _________________________________ ________________________ _________________________________________ 94000 _____________________________________________________________________________________________ 5000 ____________________________________________________ ____________________ Kelvin Fleming 7 ______ 2016 ____ 9.00 _. Secondly, they match your trade with another traders trade Lets say you go long Eur usd for 100 Another trader goes short at the same time for 100 One of you will lose So the broker will take the 100 off of the loser, pay you 80 and ke ep 20 thus making profit That is a very simplified example, in real terms they will pools of money which is constantly filling up, paying out, banking profit etc I assume thats how they would balance their books in relation to Binaries They can t really hedge the risk as far as I am aware. Withdrawal Problems Lost Funds There are many binary options companies which are not regulated all around Most of these offshore companies are not supervised, connected or affiliated with any of the regulatory agencies such as the Commodity Futures Trading Commission CFTC , National Futures Association NFA , Securities and Exchange Commission SEC or the Finan cial Industry Regulatory Authority FINRA Many of these brokers misappropriate traders money thinking these traders will not act. I don t work for a broker but I have had some success with binary options to date so I have done quite a bit of research on them. trading is for everyone because when you use the right strategy, you can get up to 5000 a week I am a professional binary forex trader, i enjoy seeing my student make profit from my strategies, trading binary has been my thing, at for the last five years have been a golden years for me the market has grown phenomenally and traders are joining in the trade in multiples, The binary option have expanded and the systems have become more sophisticated and more accurate especially with the advent of automated systems profit have risen and good numbers of traders have made impressive profit from it over times within the same period of times. franklinbolton August 5, 2016 at 4 36 pm - Reply. Hi Thea, I have read your comment, and I feel I have been Scammed as well I signed up with a company called Cbinary I invested 6 500 they were always contacting me and liasing with me but since the 20th June there has been nothing I have phoned and phoned my account manager and also cant get onto the website How do I get my money back I feel like a fool I would love your help Regards Tracey. Godwin Scott August 5, 2016 at 4 29 pm - Reply. If you are in the UK check out IG or CMC Although the binaries are regulated under the gambling commission, the companies themselves are regulated under the FCA so there is no issues in relation to withdrawing money etc. You haven t listed UBOCapital there one of the biggest thieving scammers around UBO Capital continues on with its Rip off scam They locked away my funds in an unauthorized Long term trade and refuse to release the funds But claim that I cant withdraw until I reach their Withdrawal limit How can I reach the withdrawal limit when I cant trade my own funds and their so called Professional Broker Samantha Novac wont trade them either Suggesting that she doesn t make enough on these piddley little accounts of 2 grand She didn t like it when I made more money then she did and so she locked away my funds Very professional I have submitted 4 complaints to their management and they just refuse to reply or comment As they have not provided the professional services that they offered I should be able to withdraw from their service as they have broken the business accord of not providing a true representation of what they are selling Nothing But it just goes to show what a professional scam they are running Stay away and avoid like the plague. Interesting article I agree that binary options will be growing in popularity This and social trading will revolutionize trading and open it up to a wider and inexperienced audience. Hussain, there are two ways brokers make money trading binary options From what I understand they will just take the bet If they lose they pay out your profit of 80 and your initial investment, if you lose they take 100 of the bet So if you risk 100 they will pay you out 180 If you lose they will take the 100 Most people will lose so odds are they will always make money. Vernon Prins November 21, 2016 at 12 59 am - Reply. thank you for the post but how would i know if this post was true or to just market those trade r recommended at the end of this post. Doing Trade is extremely profitable when using the right techniques and strategies and also frustrating for those without better syste m to trade and signal provider If you need an assistance in doing a beneficiary trade and you are losing out all your investment instead of gaining, there is still a big hope for you. Do not take any Bonus offer from your broker or your manager, do not allow your broker manager trade on your behalf That is how they manipulate traders funds If you need assistance with retrieving your lost fund from your broker or Your account has been manipulated by your broker manager or maybe you are having challenges with withdrawals due to your account been manipulated Kindly get in touch with me and I will guide you on simple and effective steps to take in getting your entire fund back. What hope are you talking about. Hello Sir, i wrote to your email cos im having the same issue you stated above, please help me sir i lost 70,000 Euro to Titan trade and i could not withdraw my money. I am a newbie and very interest in Binary Trading, so I try to read as many reviews as possible I am curious about Sarah Hill s post on April 5, 2016, and that of Thea Terrence on May 6, 2016 Did they have exactly the same experience, with the same amounts, or is it the same person using different names, and if so, why What am I missing here. king-wizard February 23, 2017 at 9 48 pm - Reply. Kevin Reed February 15, 2017 at 12 12 am - Reply. Amazing article about binary options and scams in the industry Here is my quick opinion If you avoid all unregulated binary options brokers and robots trading binary options can be real fun. Do not ta ke any Bonus offer from your broker or your manager, do not allow your broker manager trade on your behalf That is how they manipulate traders funds If you need assistance with retrieving your lost fund from your broker contact the email above. mark anthony tungpalan monaco December 7, 2016 at 4 40 am - Reply. The same can be said for Binary Options The companies that set up binary option platforms and binary option brokers are in this business to make money The firm collects 80- 100 of a losing trade and pays out 60-80 on winning trades Someone who wins on 50 of their binary option trades will lose money Unless someone has a system that has a winning track rec ord and the person adheres to that system consistently he will over the long term win on 50 on his trades and lose money. As a day trader many people looked upon what I did with skepticism Many thought that day trading was just a another form of gambling Many trading companies would try to lure people with the potential to earn a living with electronic day trading with very little investment The truth is, for the overwhelming majority of people, day trading was a losing effort Few traders were successful most lost money The firms made a lot of money collecting commissions and profit share from the good traders After my first year of day trading I was convinced that it was impossible, or nearly impossible to make money I began back in 2002, after the bubble burst and volatility was at a virtual standstill Few traders were making money with any of the traditional trading formulas that worked a few years earlier I was fortunate enough to come upon someone who had a system The trading system provided an edge in the market When traders di ligently followed the system they consistently made money When I began trading with the system I made money on a consistent basis I opened trading floors to teach others to trade within this system, but most did not made money Trading within this system required extreme discipline both to enter a position and to leave a position when the rules required Those who followed the rules diligently made money Like most professions, one needs education or skills to make a living The same is true with day trading Along with these skills a person must have the proper discipline in order to succeed Its a business that is clearly not for everyone. Before we analyze whether binary options is a scam or not I would like to take a look at day trading, an area whic h I have much experience, and see if day trading would qualify as a scam. Of course it is possible that some of the binary option brokers in the market are making promises that they cannot or will not fulfill If a broker makes false assertions or won t refund deposits or payout profits to a customer then that broker may be considered a scam The binary options trading industry itself is not a scam It may be difficult to actually profit trading binary options, but the risk and rewards are clearly displayed for the investor Whether one makes money or not is up to the actual trader We have completed a series of comprehensive reviews of binary brokers In our reviews we determine, to the best of our ability, if the brokers are providing the services that they claim to offer Once you have the confidence that a binary option broker is providing a legitimate service you will then be able to implement a trading style that most effectively yields pro fitable trading results All of the brokers we have tested so far have proved to be providing a legitimate service Some of our reviews include older more established brokers such as 24option as well as newer brokers such as Bee Options and Redwood Options. Disclaimer Modest Money is designed to provide entertainment and information to investors and those who would like to learn about the market, personal finance, loans and more You should never use the information on Modest Money as investment advice We simply don t have enough information about you, your unique portfolio, nor your goals to provide investment advice When making investment and other financial decisions, there is one piece of advice we can give you Do your own research and think about discussing your opinions with a local, registered advisor. Binary Options Bonus Scam or Legit. mike on September 21, 2012 at 10 21 pm. How Do Binary Options Brokers Make Money. Are Binary Options Broker Trading Strategies a Scam. JD Lasinger on April 22, 2013 at 9 22 am. please send me a real legitimate binary website that really actually is not a scam and really pays off, and one can surely ake money on this. Is Binary Options a Scam or Legitimate Trading Tool. I have been using to do binary trades the last three weeks They are not yet a year in business but they have the highest payouts in the market and I have no problems taking withdrawals I only trade the same 10 minute section of the DOW index once a day but I have won my trades 13 days in a row at a 92 return each trade because I know when the DOW will go up Binary options are legit if you can predict the movement of the asset 54 of the time or greater. Hi Bob Thanks for the feedback We agree with you We re very happy with MarketsWorld as a broker Hope you re still seeing those 90 s. JD Lasinger on April 22, 2013 at 9 25 am. Hi Mike Thanks for the comment Please check your inbox and let me know if you got the mail Thanks. I m amazed, I have to admit Seldom do I come across a blog that s both educative and amusing, and without a doubt, you ve hit the nail on the head. Risk Disclosure Trading in the financial markets comes with varying level s of risk It is the responsibility of the trader to recognize the risks involved Traders should never risk more money then he can afford to lose TradeOpus and it s employees don t retain any responsibility for any trading losses traders may face as a result of using the data or advice contained in this website. Disclaimer The information provided on this website is the opinion of the authors and is not necessarily based on factual data or actual legal decisions TradeOpus and its employees do not accept any liabilty for loss or damage as a result of reliance on the information provided in this website See our Privacy Policy here. Binary Options Withdrawal Scam. TradeOpus is your authority for Binary Options Trading At TradeOpus we provide up to the minute information in the world of Binary Options including comprehensive broker reviews Google. Bob on September 25, 2012 at 7 04 pm. AnyOption is not a Scam If I had to give away an award for being the most inviting broker for beginners , AnyOption will definitely be nominated, with a good chance of winning What I m trying to say is that AnyOption is not a scam, again It is one of the oldest operating binary brokers, has a long history of treating its clients fairly and is the leading innovator of high quality binary options trading and is heavily regulated across Europe For further explanations, just read the complaints section below. AnyOption Web traffic is steady and without any hiccups, with a max of 550,000 visits during the last 6 months The majority of visitors are from Germany 31 , followed by United Kingdom As long as web traffic remains constant, you can rest assured the brokerage is doing well because as you know, bad news travel fast so if something were to happen to the brokerage scam suspicions or similar , people would immediately stop visiting it or on the contrary, they would flock to the site to withdraw their money That s why we say that spikes in web traffic are bad news, no matter if they are spikes up or down. Launched in late 2008, AnyOption rightfully claims the title of the first true pioneer in the Binary Options industry AnyOption is owned by Ouroboros Derivatives Trading Ltd, a Cypriot investment firm regulated by the Cyprus Securities and Exchange Commission CySEC , license number 187 12 Their new registered address is 24, 28th October Avenue, Engomi, CY-2414 Nicosia, Cyprus AnyOption is a member of the Investors Compensation Fund ICF and operates under the supervision of the European Securities and Markets Authority ESMA Ouroboros Derivatives Trading Ltd is also authorised as an EEA by the British FCA under reference number 603634 EEA Authorised means that we are dealing with a firm regulated in another European Economic Area EEA country but can offer certain products in the UK and numerous other authorities around the globe For a full list, visit AnyOption Regulation. erfahrungen on February 27, 2013 at 5 43 pm. Why does AnyOption Suck in 50 Words. As one of the first real pioneers of Binary Options Trading, AnyOption continues to lead the industry in terms of innovation AnyOption provide the right set of tools and healthy refunds without any tricky bonuses low wager or any other fairy-tales, so any trader could enjoy trading like it should be, and without any worries including a very nice up-to 20 refund which is ideal for newcomers And on top of that AnyOption has the most types of options including binaries on upcoming IPO s, Social Trading, 0-100 trading, Option , Bubbles and DYNAMICS. Should I Open an Account with AnyOption. It s no secret that AnyOption is essentially the standard in the industry for many fresh binary options brokers to emulate Many trading tools are waiting to be used, and new trading options and trading assets are made available to trade each day On the downside, AnyOption is decent on returns, with an average return of around 71 , decent on bonus with about 20 only for new comers, and decent minus on extra short time frames however, the latter minus has been addressed with the addition of DYNAMICS. AnyOp tion is one of first companies who saw the advantage of trading binary options and seized the opportunity with both hands AnyOption team, after many years of experience in risk management and options trading, created the very first binary options browser-based platform for binary options trading Being the first and most unique platform, AnyOption s trading tools are the standard for many other platforms, yet still remains quite distinguished from the others As a matter of record, one of our most recommended binary options trading platforms, SpotOption, binary options is based on the AnyOption platform The difference is SpotOption is a white label service The main idea behind those two innovate platforms is the simplicity and user-friendliness. In accordance with FTC guidelines, has financial relationships with some of the products and services mention on this website, and may be compensated if consumers choose to click these links in our content and ultimately sign up for Binary Options them. Update February 2017 0-100 Options are no longer available but AnyOption continue to innovate Their latest addition is Bubbles, a way of trading that allows you to place a circle on a chart, to the right hand side of price and to change its shape make it bigger, smaller, rounder, thinner, taller, etc If at expiry time, price bursts your bubble , you win, otherwise you lose It must be noted that the bigger the bubble, the lower the potential return because a big bubble has a higher chance of being hit and vice-versa It s an interesting way of trading but it s probably not for everyone anyway, being able to control your Risk to Reward ratio is always a good thing in my book so thumbs up to AnyOption. Last Updated 2017-01-31 by Martin Kay. At we do the research for you W e re looking for broker s complaints all over the web, checking them out and bringing you the results What we did is really simple we searched on Google for AnyOption complaints or AnyOption fraud, scams, Etc you can try it also Complaints about AnyOption were quite conflicting We managed to find quite a few comments in many different blogs concerning AnyOption Most complaints were detailed but centered on not reading the terms of use Most complaints came from what seems to be unhappy customers, many of whom lost their money making risky trades Anyoption is a fully licensed and regulated broker so if it is a scam, so is CySEC, the MiFIB, FCA and every other regulated broker Above all, I think that the absence of any complaint regarding withdrawal issues is in AnyOption favor You know what, I almost forgot This company, according to a few local and internet sources, is going for an IPO If that s a scam, I really don t know what s not a scam you get the picture I guess Keep it up guys. The trading system itself is very simple a trader can view up to 4 assets including all needed information at a time with a simple click Additional market news feed is located just below the asset tabs AnyOption also provides its customers with a profit line, a simple but very efficient tool to keep track of purchased assets Another way of keeping track of assets is by registering to the SMS service and AnyOption will send you a text before or after the expiry time If it s good news you hear, there is also an option to show to it off to other investors The conservative approach used by AnyOption is the main reason why AnyOption just doesn t SUCK While the binary options trading industry is getting too much crowded, it is so metimes better to stick to classic brokers such as AnyOption who have been innovating since day one. Unlike most experienced brokers, AnyOption decided to remain loyal to the traditional trading, much more conservative than other traditional style brokers Instead of creating new ways to trade Range options, Boundary options, etc , AnyOption invested its resourc es to develop additional trading tools such as the Option , a great trading tool that offers investors the option to delay or close the expiry time before the actual closing time after purchasing an asset, and Binary100, a model based on US CFTC style binary options. Editor s Note - Why AnyOption DOESN T Suck in 50 Words. AnyOption don t usually offer Bonus cash to all customers If available, bonuses are on a case by case basis so you will need to talk to your account representative for details If you ve already decided to get a bonus, the wager is 15 bonus, much lower than most brokers with about 20-30 bonus Another great advantage The Bonus can be accepted or not, depending on the client s wishes, but once it has been accepted, the turnover must be reached within 3 months It is very important to note that client s Cash Balance the client s personal funds amount deposited can be withdrawn before reaching the bonus turnover, thus accepting a bonus does not tie your money to the platform. As the leading binary options platform on the market today just about everything on the site is an extra. New AnyOption s New Feature Called Bubble Trading Takes Trading into a Completely Different level Start Trading Bubbles with AnyOption Today. AnyOption Regulatory Warnings and Announcements.18 01 2016 The Cyprus Securities and Exchange Commission CySEC issued 8 fines against Ouroboros Derivatives Trading Ltd AnyOption for a total of 235,000 Euros The Board Decision was announced on 30 03 2016 and the fines targeted non-compliance with several sections of L 144 I 2007, including but not limited to failure to maintain effective and transparent procedures regarding complaints and grievances, aggressive inappropriate advertising material and others For full breakdown visit source CySEC Board Decision. Fully Regulated CySec, MiFid, FCA. No of Assets and Expiry time 16 20.There are well over 100 assets to trade with more being added every day Assets include stocks, indices, commodities and of course forex Forex pairs include BitCoin as well In terms of expiries available, AnyOptions severely lacks compared to most brokers. Up date February 2017 We continued to monitor AnyOption and although we could find some normal complaints mostly from people who don t bother reading the T Cs , we can say that overall they are still one of the most respected brokerages around, with a fair and legit business model. Most sites would tell you how to deposit On we are not worried about it, here the most important part we care about which can also be seen as the most important thing in binary options Withdrawing your profits In AnyOption case, you can get fast withdrawal Your requests are processed within 48 hours of acceptance and paid to your account within two standard weeks The methods available for withdrawal are CC s and wire transfers and E-walle t withdrawals. Website Extra s 17 20.There are some great new extra s by AnyOption 0-100 Options, Account Manager and Users Trading Data 0-100 options or Binary 100 as they call it is the fastest method of trading, even faster than 60 or 30 second trading, allowing traders to jump in and jump out of a trade in the blink of an eye AnyOption innovative platform is unique and could only be found in AnyOption brand website Unlike most ot her platforms, AnyOption platform was created especially for the needs of its mother company The platform includes Call Put options and the Option , a great feature that enables the trader to close or extend the expiry time of assets that were already purchased AnyOption also provides its customers with a SMS service and some other cool features such as the Showoff AnyOption is also available on your mobile The only downside used to be the lack of Virtual Demo Update February 2017 0-100 are no longer available but Bubbles trading and DYNAMICS have been added. Update February 2017 The expiry times have been improved and now there are certainly more options available, including speed trading with the new addition of DYNAMICS pricing and potential profits offered are changing by the second You can buy, sell and trade with no limitations The Asset Index now contains 27 Indices, 17 currency pairs, 4 commodities and 83 stocksmissions, Support and Effective return 18 20.AnyOption doesn t charge any fees or commissions from traders when they first deposit or when they purchase options Withdrawals are usually charged with a 30 fee for more than one transaction per month Credit card withdrawals are charged a flat fee of 3 5 of the withdrawal amount or a minimum of 30 USD EUR GBP, etc E-wallet withdrawals are charged depending on the e-wallet of choice Skrill 2 5 , Neteller 3 5 AnyOption support is available via international numbers - including English and more or via email AnyOption live chat is far more efficient than most other brokers I actually got a response from a live perso n when I contacted them The effective return is average low with - 65-80 payouts for In-The-Money trades The Out-of-Money refund is 5-25 for all assets, a bonus not many brokers will pay. It is worth it But it isn t a get-rich-with-just-a-click system Just know that there are risks involved Do a bit of research before you make a call put It s very easy to get emotional about it, and that will lead to mistakes Anyoption has some advisors who actually help out a lot My advisor is pretty cool. AnyOption platform is based on a unique 100 web based platform, with no need for any software to be downloaded The trading platform is simple, modern, inviting, overall a very user-friendly platform Many Binary Options learning materials are available on the website, making AnyOption compatible with beginners AnyOption website is available in 7 different languages including English, Spanish, German, Italian, French, Dutch and Swedish. AnyOption ratings 86 100 Regulation factor 3 89 100.Join AnyOption Today. I like this platform because it is the only one I can use at work. I started using anyoption a couple of weeks ago Won my first three trades and I was hooked I proceeded to lose almost everything I invested 350 because I became emotionally involved So I ve read a lot on the web regarding trading methods It has been likened to gambling because it is very difficult maybe even impossible to predict market shifts in such a short period of time So here s what I found out after making some very careful observations You need to be able to find patterns, stay completely unemotional don t watch the profit line and just stick to your method If you can do better than 55 on a consistent basis, you will make money Just don t deviate from your method once you have one that works To find a good method, just make mock trades don t trade just write down your call or put level and wait for expiry level Do this 100 time at least If you can do better than 55 consistently, you have a good method Again, I can t say this enough Keep your emotions out of it You will find that while it is risky, it is not really gambling when you have a good method So far I m over 2000, but I have not tried to withdraw funds yet Based on what I ve read, it doesn t look like that will be a problem Good Luck. Deposit, Payment and Bonus 17 20.AnyOption Minimum deposit is average 200 or 200 Deposit is available via C C Wire transfer, Cash-U, MoneyBookers and many more Withdrawals of profits are only available via credit card or wire transfers in order to comply with anti money laundering laws AnyOption has bonuses but not for everyone You will have to request one from your account representative. is there any one trading with anyoption from INDIA what is there withdrawal procedure Does it work. Please is there anyone trading with anyoption from Nigeria and what is there withdrawal procedure Does it work. you say us accepted anyoptions site says NO which is it. Great Trading Academy. THIS IS THE BEST BINARY BROKER IN THE FINANCE INDUSTRY I HAVE EVER DEALT IS CLEAR FROM THE BEGENNING JUST READ THEIR TERMS AND CONDITIONS I AM OVERALLL VERY SATISFIED ABOUT THEIR SERVICES MORE IMPORTANTLY THEY ARENT SCAMMERS AND THEY PROCESS PAYMENT VERY FAST I WOULD RECOMMEND IT TO ANYONE I KNOW. Anyoption is a cheating website A total scam. If the trade that they gave is lost, they will refund you back the 5k Ok so I called and ask this particular Senior staff of theirs, by the name of Cara, about this risk free investment trade She said if the first trade is won, I will get a bonus but I can t withdraw this bonus cos i will need to trade 5X of the initial 5K investment, which is 25K of volume then I can withdraw my 5K capital the bonus Ok then I said fine with me, cos if I win the extra bonus, I dont mind to trade more with them. I was totally pi ed off and I flared up, how can they said the refund is a BONUS back to me I was very very they said in order to get back this Bonus , I need to trade additional of 25K in order to take back my money My money is the 5K that I have invested in her losing trades that she gave. I received a email saying that they are giving a risk free trade that says min 5k investment for this trade. If you want to refund to investors, refund in a amicable fairness way Even if Anyoption gave a winning or losing trade in the 1st place, I still have to trade 25K more just to get back my bonus if I win or refund if the first trade that they gave was lost. So I went ahead to start the first risk free investment trade that she gave She gave 5 recommended trades but 4 out of the 5 w